Wright, Charles V.; Monrose, Fabian; Masson, Gerald M. On inferring application protocol behaviors in encrypted network traffic. (English) Zbl 1222.68038 J. Mach. Learn. Res. 7, 2745-2769 (2006). MSC: 68M12 68T05 94A62 PDF BibTeX XML Cite \textit{C. V. Wright} et al., J. Mach. Learn. Res. 7, 2745--2769 (2006; Zbl 1222.68038) Full Text: Link
Kolter, J. Zico; Maloof, Marcus A. Learning to detect and classify malicious executables in the wild. (English) Zbl 1222.68236 J. Mach. Learn. Res. 7, 2721-2744 (2006). MSC: 68T05 68M99 PDF BibTeX XML Cite \textit{J. Z. Kolter} and \textit{M. A. Maloof}, J. Mach. Learn. Res. 7, 2721--2744 (2006; Zbl 1222.68236) Full Text: Link
Bratko, Andrej; Cormack, Gordon V.; Filipič, Bogdan; Lynam, Thomas R.; Zupan, Blaž Spam filtering using statistical data compression models. (English) Zbl 1222.68079 J. Mach. Learn. Res. 7, 2673-2698 (2006). MSC: 68P30 62M20 PDF BibTeX XML Cite \textit{A. Bratko} et al., J. Mach. Learn. Res. 7, 2673--2698 (2006; Zbl 1222.68079) Full Text: Link
Micchelli, Charles A.; Xu, Yuesheng; Zhang, Haizhang Universal kernels. (English) Zbl 1222.68266 J. Mach. Learn. Res. 7, 2651-2667 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{C. A. Micchelli} et al., J. Mach. Learn. Res. 7, 2651--2667 (2006; Zbl 1222.68266) Full Text: Link
Castelo, Robert; Roverato, Alberto A robust procedure for Gaussian graphical model search from microarray data with \(p\) larger than \(n\). (English) Zbl 1222.68158 J. Mach. Learn. Res. 7, 2621-2650 (2006). MSC: 68T05 92B15 PDF BibTeX XML Cite \textit{R. Castelo} and \textit{A. Roverato}, J. Mach. Learn. Res. 7, 2621--2650 (2006; Zbl 1222.68158) Full Text: Link
Moser, Bernhard On representing and generating kernels by fuzzy equivalence relations. (English) Zbl 1222.68269 J. Mach. Learn. Res. 7, 2603-2620 (2006). MSC: 68T05 62H30 62H86 PDF BibTeX XML Cite \textit{B. Moser}, J. Mach. Learn. Res. 7, 2603--2620 (2006; Zbl 1222.68269) Full Text: Link
Olsson, Rasmus Kongsgaard; Hansen, Lars Kai Linear state-space models for blind source separation. (English) Zbl 1222.94025 J. Mach. Learn. Res. 7, 2585-2602 (2006). MSC: 94A13 94A12 PDF BibTeX XML Cite \textit{R. K. Olsson} and \textit{L. K. Hansen}, J. Mach. Learn. Res. 7, 2585--2602 (2006; Zbl 1222.94025) Full Text: Link
Caponnetto, Andrea; Rakhlin, Alexander Stability properties of empirical risk minimization over Donsker classes. (English) Zbl 1222.68156 J. Mach. Learn. Res. 7, 2565-2583 (2006). MSC: 68T05 62G99 PDF BibTeX XML Cite \textit{A. Caponnetto} and \textit{A. Rakhlin}, J. Mach. Learn. Res. 7, 2565--2583 (2006; Zbl 1222.68156) Full Text: Link
Zhao, Peng; Yu, Bin On model selection consistency of Lasso. (English) Zbl 1222.62008 J. Mach. Learn. Res. 7, 2541-2563 (2006). MSC: 62A01 65C60 62H99 PDF BibTeX XML Cite \textit{P. Zhao} and \textit{B. Yu}, J. Mach. Learn. Res. 7, 2541--2563 (2006; Zbl 1222.62008) Full Text: Link
Barber, David Expectation correction for smoothed inference in switching linear dynamical systems. (English) Zbl 1222.62112 J. Mach. Learn. Res. 7, 2515-2540 (2006). MSC: 62M20 65C60 PDF BibTeX XML Cite \textit{D. Barber}, J. Mach. Learn. Res. 7, 2515--2540 (2006; Zbl 1222.62112) Full Text: Link
Mukherjee, Sayan; Wu, Qiang Estimation of gradients and coordinate covariation in classification. (English) Zbl 1222.62078 J. Mach. Learn. Res. 7, 2481-2514 (2006). MSC: 62H30 68T05 46N30 PDF BibTeX XML Cite \textit{S. Mukherjee} and \textit{Q. Wu}, J. Mach. Learn. Res. 7, 2481--2514 (2006; Zbl 1222.62078) Full Text: Link
Ekdahl, Magnus; Koski, Timo Bounds for the loss in probability of correct classification under model based approximation. (English) Zbl 1222.68189 J. Mach. Learn. Res. 7, 2449-2480 (2006). MSC: 68T05 62H30 68T10 PDF BibTeX XML Cite \textit{M. Ekdahl} and \textit{T. Koski}, J. Mach. Learn. Res. 7, 2449--2480 (2006; Zbl 1222.68189) Full Text: Link
Chen, Di-Rong; Sun, Tao Consistency of multiclass empirical risk minimization methods based on convex loss. (English) Zbl 1222.62068 J. Mach. Learn. Res. 7, 2435-2447 (2006). MSC: 62H30 68T99 PDF BibTeX XML Cite \textit{D.-R. Chen} and \textit{T. Sun}, J. Mach. Learn. Res. 7, 2435--2447 (2006; Zbl 1222.62068) Full Text: Link
Belkin, Mikhail; Niyogi, Partha; Sindhwani, Vikas Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. (English) Zbl 1222.68144 J. Mach. Learn. Res. 7, 2399-2434 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Belkin} et al., J. Mach. Learn. Res. 7, 2399--2434 (2006; Zbl 1222.68144) Full Text: Link
Ross, David A.; Zemel, Richard S. Learning parts-based representations of data. (English) Zbl 1222.68289 J. Mach. Learn. Res. 7, 2369-2397 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{D. A. Ross} and \textit{R. S. Zemel}, J. Mach. Learn. Res. 7, 2369--2397 (2006; Zbl 1222.68289) Full Text: Link
Porta, Josep M.; Vlassis, Nikos; Spaan, Matthijs T. J.; Poupart, Pascal Point-based value iteration for continuous POMDPs. (English) Zbl 1222.90078 J. Mach. Learn. Res. 7, 2329-2367 (2006). MSC: 90C40 68T05 PDF BibTeX XML Cite \textit{J. M. Porta} et al., J. Mach. Learn. Res. 7, 2329--2367 (2006; Zbl 1222.90078) Full Text: Link
Braun, Mikio L. Accurate error bounds for the eigenvalues of the kernel matrix. (English) Zbl 1222.62064 J. Mach. Learn. Res. 7, 2303-2328 (2006). MSC: 62H25 15A18 65C60 68T99 PDF BibTeX XML Cite \textit{M. L. Braun}, J. Mach. Learn. Res. 7, 2303--2328 (2006; Zbl 1222.62064) Full Text: Link
Jonsson, Anders; Barto, Andrew Causal graph based decomposition of factored MDPs. (English) Zbl 1222.90077 J. Mach. Learn. Res. 7, 2259-2301 (2006). MSC: 90C40 68T05 PDF BibTeX XML Cite \textit{A. Jonsson} and \textit{A. Barto}, J. Mach. Learn. Res. 7, 2259--2301 (2006; Zbl 1222.90077) Full Text: Link
Scheinberg, Katya An efficient implementation of an active set method for SVMs. (English) Zbl 1222.90043 J. Mach. Learn. Res. 7, 2237-2257 (2006). MSC: 90C20 68T05 90C25 PDF BibTeX XML Cite \textit{K. Scheinberg}, J. Mach. Learn. Res. 7, 2237--2257 (2006; Zbl 1222.90043) Full Text: Link
Angluin, Dana; Chen, Jiang Learning a hidden hypergraph. (English) Zbl 1222.68091 J. Mach. Learn. Res. 7, 2215-2236 (2006). MSC: 68Q32 05C65 PDF BibTeX XML Cite \textit{D. Angluin} and \textit{J. Chen}, J. Mach. Learn. Res. 7, 2215--2236 (2006; Zbl 1222.68091) Full Text: Link
Šingliar, Tomáš; Hauskrecht, Miloš Noisy-OR component analysis and its application to link analysis. (English) Zbl 1222.62066 J. Mach. Learn. Res. 7, 2189-2213 (2006). MSC: 62H25 68T99 PDF BibTeX XML Cite \textit{T. Šingliar} and \textit{M. Hauskrecht}, J. Mach. Learn. Res. 7, 2189--2213 (2006; Zbl 1222.62066) Full Text: Link
De Campos, Luis M. A scoring function for learning Bayesian networks based on mutual information and conditional independence tests. (English) Zbl 1222.62036 J. Mach. Learn. Res. 7, 2149-2187 (2006). MSC: 62F15 62B10 68T99 62G10 PDF BibTeX XML Cite \textit{L. M. De Campos}, J. Mach. Learn. Res. 7, 2149--2187 (2006; Zbl 1222.62036) Full Text: Link
Chang, Fu; Lin, Chin-Chin; Lu, Chi-Jen Adaptive prototype learning algorithms: theoretical and experimental studies. (English) Zbl 1222.68164 J. Mach. Learn. Res. 7, 2125-2148 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Chang} et al., J. Mach. Learn. Res. 7, 2125--2148 (2006; Zbl 1222.68164) Full Text: Link
Sahbi, Hichem; Geman, Donald A hierarchy of support vector machines for pattern detection. (English) Zbl 1222.68296 J. Mach. Learn. Res. 7, 2087-2123 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{H. Sahbi} and \textit{D. Geman}, J. Mach. Learn. Res. 7, 2087--2123 (2006; Zbl 1222.68296) Full Text: Link
Kämpke, Thomas Distance patterns in structural similarity. (English) Zbl 1222.68350 J. Mach. Learn. Res. 7, 2065-2086 (2006). MSC: 68T10 05C70 62-09 PDF BibTeX XML Cite \textit{T. Kämpke}, J. Mach. Learn. Res. 7, 2065--2086 (2006; Zbl 1222.68350) Full Text: Link
Malioutov, Dmitry M.; Johnson, Jason K.; Willsky, Alan S. Walk-sums and belief propagation in Gaussian graphical models. (English) Zbl 1222.68254 J. Mach. Learn. Res. 7, 2031-2064 (2006). MSC: 68T05 62-09 PDF BibTeX XML Cite \textit{D. M. Malioutov} et al., J. Mach. Learn. Res. 7, 2031--2064 (2006; Zbl 1222.68254) Full Text: Link
Shimizu, Shohei; Hoyer, Patrik O.; Hyvärinen, Aapo; Kerminen, Antti A linear non-Gaussian acyclic model for causal discovery. (English) Zbl 1222.68304 J. Mach. Learn. Res. 7, 2003-2030 (2006). MSC: 68T05 62H25 PDF BibTeX XML Cite \textit{S. Shimizu} et al., J. Mach. Learn. Res. 7, 2003--2030 (2006; Zbl 1222.68304) Full Text: Link
Bach, Francis R.; Jordan, Michael I. Learning spectral clustering, with application to speech separation. (English) Zbl 1222.68138 J. Mach. Learn. Res. 7, 1963-2001 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{F. R. Bach} and \textit{M. I. Jordan}, J. Mach. Learn. Res. 7, 1963--2001 (2006; Zbl 1222.68138) Full Text: Link
Bhatnagar, Shalabh; Borkar, Vivek S.; Akarapu, Madhukar A simulation-based algorithm for ergodic control of Markov chains conditioned on rare events. (English) Zbl 1222.93210 J. Mach. Learn. Res. 7, 1937-1962 (2006). MSC: 93E03 60J10 PDF BibTeX XML Cite \textit{S. Bhatnagar} et al., J. Mach. Learn. Res. 7, 1937--1962 (2006; Zbl 1222.93210) Full Text: Link
Laskov, Pavel; Gehl, Christian; Krüger, Stefan; Müller, Klaus-Robert Incremental support vector learning: analysis, implementation and applications. (English) Zbl 1222.68245 J. Mach. Learn. Res. 7, 1909-1936 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Laskov} et al., J. Mach. Learn. Res. 7, 1909--1936 (2006; Zbl 1222.68245) Full Text: Link
Yanover, Chen; Meltzer, Talya; Weiss, Yair Linear programming relaxations and belief propagation – an empirical study. (English) Zbl 1222.90033 J. Mach. Learn. Res. 7, 1887-1907 (2006). MSC: 90C08 68T05 68T45 PDF BibTeX XML Cite \textit{C. Yanover} et al., J. Mach. Learn. Res. 7, 1887--1907 (2006; Zbl 1222.90033) Full Text: Link
Zhou, Jing; Foster, Dean P.; Stine, Robert A.; Ungar, Lyle H. Streamwise feature selection. (English) Zbl 1222.68346 J. Mach. Learn. Res. 7, 1861-1885 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. Zhou} et al., J. Mach. Learn. Res. 7, 1861--1885 (2006; Zbl 1222.68346) Full Text: Link
Wainwright, Martin J. Estimating the “wrong” graphical model: benefits in the computation-limited setting. (English) Zbl 1222.62114 J. Mach. Learn. Res. 7, 1829-1859 (2006). MSC: 62M40 62M05 65C60 PDF BibTeX XML Cite \textit{M. J. Wainwright}, J. Mach. Learn. Res. 7, 1829--1859 (2006; Zbl 1222.62114) Full Text: Link
Kok, Jelle R.; Vlassis, Nikos Collaborative multiagent reinforcement learning by payoff propagation. (English) Zbl 1222.68235 J. Mach. Learn. Res. 7, 1789-1828 (2006). MSC: 68T05 91A12 PDF BibTeX XML Cite \textit{J. R. Kok} and \textit{N. Vlassis}, J. Mach. Learn. Res. 7, 1789--1828 (2006; Zbl 1222.68235) Full Text: Link
Abbeel, Pieter; Koller, Daphne; Ng, Andrew Y. Learning factor graphs in polynomial time and sample complexity. (English) Zbl 1222.68128 J. Mach. Learn. Res. 7, 1743-1788 (2006). MSC: 68T05 62-09 PDF BibTeX XML Cite \textit{P. Abbeel} et al., J. Mach. Learn. Res. 7, 1743--1788 (2006; Zbl 1222.68128) Full Text: Link
Bach, Francis R.; Heckerman, David; Horvitz, Eric Considering cost asymmetry in learning classifiers. (English) Zbl 1222.68137 J. Mach. Learn. Res. 7, 1713-1741 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{F. R. Bach} et al., J. Mach. Learn. Res. 7, 1713--1741 (2006; Zbl 1222.68137) Full Text: Link
Collobert, Ronan; Sinz, Fabian; Weston, Jason; Bottou, Léon Large scale transductive SVMs. (English) Zbl 1222.68173 J. Mach. Learn. Res. 7, 1687-1712 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Collobert} et al., J. Mach. Learn. Res. 7, 1687--1712 (2006; Zbl 1222.68173) Full Text: Link
Raghavan, Hema; Madani, Omid; Jones, Rosie Active learning with feedback on features and instances. (English) Zbl 1222.68283 J. Mach. Learn. Res. 7, 1655-1686 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Raghavan} et al., J. Mach. Learn. Res. 7, 1655--1686 (2006; Zbl 1222.68283) Full Text: Link
Taskar, Ben; Lacoste-Julien, Simon; Jordan, Michael I. Structured prediction, dual extragradient and Bregman projections. (English) Zbl 1222.62143 J. Mach. Learn. Res. 7, 1627-1653 (2006). MSC: 62P99 90C90 PDF BibTeX XML Cite \textit{B. Taskar} et al., J. Mach. Learn. Res. 7, 1627--1653 (2006; Zbl 1222.62143) Full Text: Link
Rousu, Juho; Saunders, Craig; Szedmak, Sandor; Shawe-Taylor, John Kernel-based learning of hierarchical multilabel classification models. (English) Zbl 1222.68291 J. Mach. Learn. Res. 7, 1601-1626 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. Rousu} et al., J. Mach. Learn. Res. 7, 1601--1626 (2006; Zbl 1222.68291) Full Text: Link
Shalev-Shwartz, Shai; Singer, Yoram Efficient learning of label ranking by soft projections onto polyhedra. (English) Zbl 1222.68302 J. Mach. Learn. Res. 7, 1567-1599 (2006). MSC: 68T05 90C35 PDF BibTeX XML Cite \textit{S. Shalev-Shwartz} and \textit{Y. Singer}, J. Mach. Learn. Res. 7, 1567--1599 (2006; Zbl 1222.68302) Full Text: Link
Sonnenburg, Sören; Rätsch, Gunnar; Schäfer, Christin; Schölkopf, Bernhard Large scale multiple kernel learning. (English) Zbl 1222.90072 J. Mach. Learn. Res. 7, 1531-1565 (2006). MSC: 90C34 68T05 90C05 90C06 PDF BibTeX XML Cite \textit{S. Sonnenburg} et al., J. Mach. Learn. Res. 7, 1531--1565 (2006; Zbl 1222.90072) Full Text: Link
Keerthi, S. Sathiya; Chapelle, Olivier; Decoste, Dennis Building support vector machines with reduced classifier complexity. (English) Zbl 1222.68230 J. Mach. Learn. Res. 7, 1493-1515 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. S. Keerthi} et al., J. Mach. Learn. Res. 7, 1493--1515 (2006; Zbl 1222.68230) Full Text: Link
Zanni, Luca; Serafini, Thomas; Zanghirati, Gaetano Parallel software for training large scale support vector machines on multiprocessor systems. (English) Zbl 1222.68341 J. Mach. Learn. Res. 7, 1467-1492 (2006). MSC: 68T05 68W10 90C06 90C20 PDF BibTeX XML Cite \textit{L. Zanni} et al., J. Mach. Learn. Res. 7, 1467--1492 (2006; Zbl 1222.68341) Full Text: Link
Glasmachers, Tobias; Igel, Christian Maximum-gain working set selection for SVMs. (English) Zbl 1222.90040 J. Mach. Learn. Res. 7, 1437-1466 (2006). MSC: 90C20 90C06 68T05 PDF BibTeX XML Cite \textit{T. Glasmachers} and \textit{C. Igel}, J. Mach. Learn. Res. 7, 1437--1466 (2006; Zbl 1222.90040) Full Text: Link
De Bie, Tijl; Cristianini, Nello Fast SDP relaxations of graph cut clustering, transduction, and other combinatorial problems. (English) Zbl 1222.68179 J. Mach. Learn. Res. 7, 1409-1436 (2006). MSC: 68T05 90C22 90C27 90C35 PDF BibTeX XML Cite \textit{T. De Bie} and \textit{N. Cristianini}, J. Mach. Learn. Res. 7, 1409--1436 (2006; Zbl 1222.68179) Full Text: Link
Heiler, Matthias; Schnörr, Christoph Learning sparse representations by non-negative matrix factorization and sequential cone programming. (English) Zbl 1222.68214 J. Mach. Learn. Res. 7, 1385-1407 (2006). MSC: 68T05 65F50 90C25 PDF BibTeX XML Cite \textit{M. Heiler} and \textit{C. Schnörr}, J. Mach. Learn. Res. 7, 1385--1407 (2006; Zbl 1222.68214) Full Text: Link
Niculescu, Radu Stefan; Mitchell, Tom M.; Rao, R. Bharat Bayesian network learning with parameter constraints. (English) Zbl 1222.68275 J. Mach. Learn. Res. 7, 1357-1383 (2006). MSC: 68T05 90C90 PDF BibTeX XML Cite \textit{R. S. Niculescu} et al., J. Mach. Learn. Res. 7, 1357--1383 (2006; Zbl 1222.68275) Full Text: Link
Bergkvist, Anders; Damaschke, Peter; Lüthi, Marcel Linear programs for hypotheses selection in probabilistic inference models. (English) Zbl 1222.62141 J. Mach. Learn. Res. 7, 1339-1355 (2006). MSC: 62P99 90C08 PDF BibTeX XML Cite \textit{A. Bergkvist} et al., J. Mach. Learn. Res. 7, 1339--1355 (2006; Zbl 1222.62141) Full Text: Link
Zhang, Yi; Burer, Samuel; Street, W. Nick Ensemble pruning via semi-definite programming. (English) Zbl 1222.90050 J. Mach. Learn. Res. 7, 1315-1338 (2006). MSC: 90C27 90C10 90C20 90C22 68T05 PDF BibTeX XML Cite \textit{Y. Zhang} et al., J. Mach. Learn. Res. 7, 1315--1338 (2006; Zbl 1222.90050) Full Text: Link
Shivaswamy, Pannagadatta K.; Bhattacharyya, Chiranjib; Smola, Alexander J. Second order cone programming approaches for handling missing and uncertain data. (English) Zbl 1222.68305 J. Mach. Learn. Res. 7, 1283-1314 (2006). MSC: 68T05 62H30 90C25 PDF BibTeX XML Cite \textit{P. K. Shivaswamy} et al., J. Mach. Learn. Res. 7, 1283--1314 (2006; Zbl 1222.68305) Full Text: Link
Bennett, Kristin P.; Parrado-Hernández, Emilio The interplay of optimization and machine learning research. (English) Zbl 1222.68146 J. Mach. Learn. Res. 7, 1265-1281 (2006). MSC: 68T05 90C25 PDF BibTeX XML Cite \textit{K. P. Bennett} and \textit{E. Parrado-Hernández}, J. Mach. Learn. Res. 7, 1265--1281 (2006; Zbl 1222.68146) Full Text: Link
Takeuchi, Ichiro; Le, Quoc V.; Sears, Timothy D.; Smola, Alexander J. Nonparametric quantile estimation. (English) Zbl 1222.68316 J. Mach. Learn. Res. 7, 1231-1264 (2006). MSC: 68T05 62G05 PDF BibTeX XML Cite \textit{I. Takeuchi} et al., J. Mach. Learn. Res. 7, 1231--1264 (2006; Zbl 1222.68316) Full Text: Link
Cesa-Bianchi, Nicolò; Gentile, Claudio; Zaniboni, Luca Worst-case analysis of selective sampling for linear classification. (English) Zbl 1222.68162 J. Mach. Learn. Res. 7, 1205-1230 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{N. Cesa-Bianchi} et al., J. Mach. Learn. Res. 7, 1205--1230 (2006; Zbl 1222.68162) Full Text: Link
Ye, Jieping; Xiong, Tao Computational and theoretical analysis of null space and orthogonal linear discriminant analysis. (English) Zbl 1222.62082 J. Mach. Learn. Res. 7, 1183-1204 (2006). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{J. Ye} and \textit{T. Xiong}, J. Mach. Learn. Res. 7, 1183--1204 (2006; Zbl 1222.62082) Full Text: Link
Castillo, Enrique; Guijarro-Berdiñas, Bertha; Fontenla-Romero, Oscar; Alonso-Betanzos, Amparo A very fast learning method for neural networks based on sensitivity analysis. (English) Zbl 1222.68159 J. Mach. Learn. Res. 7, 1159-1182 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{E. Castillo} et al., J. Mach. Learn. Res. 7, 1159--1182 (2006; Zbl 1222.68159) Full Text: Link
Liu, Ting; Moore, Andrew W.; Gray, Alexander New algorithms for efficient high-dimensional nonparametric classification. (English) Zbl 1222.62077 J. Mach. Learn. Res. 7, 1135-1158 (2006). MSC: 62H30 62G99 68T05 PDF BibTeX XML Cite \textit{T. Liu} et al., J. Mach. Learn. Res. 7, 1135--1158 (2006; Zbl 1222.62077) Full Text: Link
Vishwanathan, S. V. N.; Schraudolph, Nicol N.; Smola, Alex J. Step size adaptation in reproducing kernel Hilbert space. (English) Zbl 1222.68325 J. Mach. Learn. Res. 7, 1107-1133 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. V. N. Vishwanathan} et al., J. Mach. Learn. Res. 7, 1107--1133 (2006; Zbl 1222.68325) Full Text: Link
Even-Dar, Eyal; Mannor, Shie; Mansour, Yishay Action elimination and stopping conditions for the multi-armed bandit and reinforcement learning problems. (English) Zbl 1222.68195 J. Mach. Learn. Res. 7, 1079-1105 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{E. Even-Dar} et al., J. Mach. Learn. Res. 7, 1079--1105 (2006; Zbl 1222.68195) Full Text: Link
Roverato, Alberto; Studený, Milan A graphical representation of equivalence classes of AMP chain graphs. (English) Zbl 1222.60052 J. Mach. Learn. Res. 7, 1045-1078 (2006). MSC: 60J10 62-09 PDF BibTeX XML Cite \textit{A. Roverato} and \textit{M. Studený}, J. Mach. Learn. Res. 7, 1045--1078 (2006; Zbl 1222.60052) Full Text: Link
Gardner, Andrew B.; Krieger, Abba M.; Vachtsevanos, George; Litt, Brian One-class novelty detection for seizure analysis from intracranial EEG. (English) Zbl 1222.92052 J. Mach. Learn. Res. 7, 1025-1044 (2006). MSC: 92C55 68T05 92C50 PDF BibTeX XML Cite \textit{A. B. Gardner} et al., J. Mach. Learn. Res. 7, 1025--1044 (2006; Zbl 1222.92052) Full Text: Link
Bühlmann, Peter; Yu, Bin Sparse boosting. (English) Zbl 1222.68155 J. Mach. Learn. Res. 7, 1001-1024 (2006). MSC: 68T05 62G08 PDF BibTeX XML Cite \textit{P. Bühlmann} and \textit{B. Yu}, J. Mach. Learn. Res. 7, 1001--1024 (2006; Zbl 1222.68155) Full Text: Link
Meinshausen, Nicolai Quantile regression forests. (English) Zbl 1222.68262 J. Mach. Learn. Res. 7, 983-999 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{N. Meinshausen}, J. Mach. Learn. Res. 7, 983--999 (2006; Zbl 1222.68262) Full Text: Link
Lecué, Guillaume Lower bounds and aggregation in density estimation. (English) Zbl 1222.62052 J. Mach. Learn. Res. 7, 971-981 (2006). MSC: 62G07 62B10 PDF BibTeX XML Cite \textit{G. Lecué}, J. Mach. Learn. Res. 7, 971--981 (2006; Zbl 1222.62052) Full Text: Link
Kim, Seyoung; Smyth, Padhraic Segmental hidden Markov models with random effects for waveform modeling. (English) Zbl 1222.68351 J. Mach. Learn. Res. 7, 945-969 (2006). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{S. Kim} and \textit{P. Smyth}, J. Mach. Learn. Res. 7, 945--969 (2006; Zbl 1222.68351) Full Text: Link
Climer, Sharlee; Zhang, Weixiong Rearrangement clustering: pitfalls, remedies, and applications. (English) Zbl 1222.68172 J. Mach. Learn. Res. 7, 919-943 (2006). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{S. Climer} and \textit{W. Zhang}, J. Mach. Learn. Res. 7, 919--943 (2006; Zbl 1222.68172) Full Text: Link
Whiteson, Shimon; Stone, Peter Evolutionary function approximation for reinforcement learning. (English) Zbl 1222.68330 J. Mach. Learn. Res. 7, 877-917 (2006). MSC: 68T05 62M45 PDF BibTeX XML Cite \textit{S. Whiteson} and \textit{P. Stone}, J. Mach. Learn. Res. 7, 877--917 (2006; Zbl 1222.68330) Full Text: Link
Lippert, Ross A.; Rifkin, Ryan M. Infinite-\(\sigma \) limits for Tikhonov regularization. (English) Zbl 1222.68249 J. Mach. Learn. Res. 7, 855-876 (2006). MSC: 68T05 62G05 PDF BibTeX XML Cite \textit{R. A. Lippert} and \textit{R. M. Rifkin}, J. Mach. Learn. Res. 7, 855--876 (2006; Zbl 1222.68249) Full Text: Link
Vert, Régis; Vert, Jean-Philippe Consistency and convergence rates of one-class SVMs and related algorithms. (English) Zbl 1222.68324 J. Mach. Learn. Res. 7, 817-854 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{R. Vert} and \textit{J.-P. Vert}, J. Mach. Learn. Res. 7, 817--854 (2006; Zbl 1222.68324) Full Text: Link
Spratling, Michael W. Learning image components for object recognition. (English) Zbl 1222.68308 J. Mach. Learn. Res. 7, 793-815 (2006). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{M. W. Spratling}, J. Mach. Learn. Res. 7, 793--815 (2006; Zbl 1222.68308) Full Text: Link
Munos, Rémi Policy gradient in continuous time. (English) Zbl 1222.68381 J. Mach. Learn. Res. 7, 771-791 (2006). MSC: 68T20 68T05 93E20 PDF BibTeX XML Cite \textit{R. Munos}, J. Mach. Learn. Res. 7, 771--791 (2006; Zbl 1222.68381) Full Text: Link
Hush, Don; Kelly, Patrick; Scovel, Clint; Steinwart, Ingo QP algorithms with guaranteed accuracy and run time for support vector machines. (English) Zbl 1222.68221 J. Mach. Learn. Res. 7, 733-769 (2006). MSC: 68T05 90C20 PDF BibTeX XML Cite \textit{D. Hush} et al., J. Mach. Learn. Res. 7, 733--769 (2006; Zbl 1222.68221) Full Text: Link
Bickel, Peter J.; Ritov, Ya’acov; Zakai, Alon Some theory for generalized boosting algorithms. (English) Zbl 1222.68148 J. Mach. Learn. Res. 7, 705-732 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{P. J. Bickel} et al., J. Mach. Learn. Res. 7, 705--732 (2006; Zbl 1222.68148) Full Text: Link
Scott, Clayton D.; Nowak, Robert D. Learning minimum volume sets. (English) Zbl 1222.68300 J. Mach. Learn. Res. 7, 665-704 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{C. D. Scott} and \textit{R. D. Nowak}, J. Mach. Learn. Res. 7, 665--704 (2006; Zbl 1222.68300) Full Text: Link
Ryabko, Daniil Pattern recognition for conditionally independent data. (English) Zbl 1222.68355 J. Mach. Learn. Res. 7, 645-664 (2006). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{D. Ryabko}, J. Mach. Learn. Res. 7, 645--664 (2006; Zbl 1222.68355) Full Text: Link
Watanabe, Kazuho; Watanabe, Sumio Stochastic complexities of Gaussian mixtures in variational Bayesian approximation. (English) Zbl 1222.62012 J. Mach. Learn. Res. 7, 625-644 (2006). MSC: 62C10 68T99 65C60 PDF BibTeX XML Cite \textit{K. Watanabe} and \textit{S. Watanabe}, J. Mach. Learn. Res. 7, 625--644 (2006; Zbl 1222.62012) Full Text: Link
Wu, Mingrui; Schölkopf, Bernhard; Bakır, Gökhan A direct method for building sparse kernel learning algorithms. (English) Zbl 1222.68335 J. Mach. Learn. Res. 7, 603-624 (2006). MSC: 68T05 62H30 90C25 PDF BibTeX XML Cite \textit{M. Wu} et al., J. Mach. Learn. Res. 7, 603--624 (2006; Zbl 1222.68335) Full Text: Link
Klivans, Adam R.; Servedio, Rocco A. Toward attribute efficient learning of decision lists and parities. (English) Zbl 1222.68087 J. Mach. Learn. Res. 7, 587-602 (2006). MSC: 68Q25 68Q32 68T05 PDF BibTeX XML Cite \textit{A. R. Klivans} and \textit{R. A. Servedio}, J. Mach. Learn. Res. 7, 587--602 (2006; Zbl 1222.68087) Full Text: Link
Crammer, Koby; Dekel, Ofer; Keshet, Joseph; Shalev-Shwartz, Shai; Singer, Yoram Online passive-aggressive algorithms. (English) Zbl 1222.68177 J. Mach. Learn. Res. 7, 551-585 (2006). MSC: 68T05 68W27 PDF BibTeX XML Cite \textit{K. Crammer} et al., J. Mach. Learn. Res. 7, 551--585 (2006; Zbl 1222.68177) Full Text: Link
Mukherjee, Sayan; Zhou, Ding-Xuan Learning coordinate covariances via gradients. (English) Zbl 1222.68270 J. Mach. Learn. Res. 7, 519-549 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Mukherjee} and \textit{D.-X. Zhou}, J. Mach. Learn. Res. 7, 519--549 (2006; Zbl 1222.68270) Full Text: Link
Langley, Pat; Choi, Dongkyu Learning recursive control programs from problem solving. (English) Zbl 1222.68380 J. Mach. Learn. Res. 7, 493-518 (2006). MSC: 68T20 68T05 68N17 PDF BibTeX XML Cite \textit{P. Langley} and \textit{D. Choi}, J. Mach. Learn. Res. 7, 493--518 (2006; Zbl 1222.68380) Full Text: Link
Centeno, Tonatiuh Peña; Lawrence, Neil D. Optimising kernel parameters and regularisation coefficients for non-linear discriminant analysis. (English) Zbl 1222.62067 J. Mach. Learn. Res. 7, 455-491 (2006). MSC: 62H30 PDF BibTeX XML Cite \textit{T. P. Centeno} and \textit{N. D. Lawrence}, J. Mach. Learn. Res. 7, 455--491 (2006; Zbl 1222.62067) Full Text: Link
Kitzelmann, Emanuel; Schmid, Ute Inductive synthesis of functional programs: an explanation based generalization approach. (English) Zbl 1222.68069 J. Mach. Learn. Res. 7, 429-454 (2006). MSC: 68N18 PDF BibTeX XML Cite \textit{E. Kitzelmann} and \textit{U. Schmid}, J. Mach. Learn. Res. 7, 429--454 (2006; Zbl 1222.68069) Full Text: Link
Munos, Rémi Geometric variance reduction in Markov chains: application to value function and gradient estimation. (English) Zbl 1222.62103 J. Mach. Learn. Res. 7, 413-427 (2006). MSC: 62M05 65C05 PDF BibTeX XML Cite \textit{R. Munos}, J. Mach. Learn. Res. 7, 413--427 (2006; Zbl 1222.62103) Full Text: Link
Begleiter, Ron; El-Yaniv, Ran Superior guarantees for sequential prediction and lossless compression via alphabet decomposition. (English) Zbl 1222.68143 J. Mach. Learn. Res. 7, 379-411 (2006). MSC: 68T05 68T20 PDF BibTeX XML Cite \textit{R. Begleiter} and \textit{R. El-Yaniv}, J. Mach. Learn. Res. 7, 379--411 (2006; Zbl 1222.68143) Full Text: Link
Hamerly, Greg; Perelman, Erez; Lau, Jeremy; Calder, Brad; Sherwood, Timothy Using machine learning to guide architecture simulation. (English) Zbl 1222.68211 J. Mach. Learn. Res. 7, 343-378 (2006). MSC: 68T05 68U20 PDF BibTeX XML Cite \textit{G. Hamerly} et al., J. Mach. Learn. Res. 7, 343--378 (2006; Zbl 1222.68211) Full Text: Link
Passerini, Andrea; Frasconi, Paolo; De Raedt, Luc Kernels on Prolog proof trees: statistical learning in the ILP setting. (English) Zbl 1222.68280 J. Mach. Learn. Res. 7, 307-342 (2006). MSC: 68T05 68N17 PDF BibTeX XML Cite \textit{A. Passerini} et al., J. Mach. Learn. Res. 7, 307--342 (2006; Zbl 1222.68280) Full Text: Link
Goldberg, Paul W. Some discriminant-based PAC algorithms. (English) Zbl 1222.68097 J. Mach. Learn. Res. 7, 283-306 (2006). MSC: 68Q32 PDF BibTeX XML Cite \textit{P. W. Goldberg}, J. Mach. Learn. Res. 7, 283--306 (2006; Zbl 1222.68097) Full Text: Link
Blanchard, Gilles; Kawanabe, Motoaki; Sugiyama, Masashi; Spokoiny, Vladimir; Müller, Klaus-Robert In search of non-Gaussian components of a high-dimensional distribution. (English) Zbl 1222.62009 J. Mach. Learn. Res. 7, 247-282 (2006). MSC: 62B10 62G99 62H25 PDF BibTeX XML Cite \textit{G. Blanchard} et al., J. Mach. Learn. Res. 7, 247--282 (2006; Zbl 1222.62009) Full Text: Link
Silva, Ricardo; Scheine, Richard; Glymour, Clark; Spirtes, Peter Learning the structure of linear latent variable models. (English) Zbl 1222.68307 J. Mach. Learn. Res. 7, 191-246 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Silva} et al., J. Mach. Learn. Res. 7, 191--246 (2006; Zbl 1222.68307) Full Text: Link
Pe’er, Dana; Tanay, Amos; Regev, Aviv Minreg: A scalable algorithm for learning parsimonious regulatory networks in yeast and mammals. (English) Zbl 1222.68281 J. Mach. Learn. Res. 7, 167-189 (2006). MSC: 68T05 92C42 PDF BibTeX XML Cite \textit{D. Pe'er} et al., J. Mach. Learn. Res. 7, 167--189 (2006; Zbl 1222.68281) Full Text: Link
Sugiyama, Masashi Active learning in approximately linear regression based on conditional expectation of generalization error. (English) Zbl 1222.68311 J. Mach. Learn. Res. 7, 141-166 (2006). MSC: 68T05 62J05 PDF BibTeX XML Cite \textit{M. Sugiyama}, J. Mach. Learn. Res. 7, 141--166 (2006; Zbl 1222.68311) Full Text: Link
Maurer, Andreas Bounds for linear multi-task learning. (English) Zbl 1222.68260 J. Mach. Learn. Res. 7, 117-139 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{A. Maurer}, J. Mach. Learn. Res. 7, 117--139 (2006; Zbl 1222.68260) Full Text: Link
Huang, Tzu-Kuo; Weng, Ruby C.; Lin, Chih-Jen Generalized Bradley-Terry models and multi-class probability estimates. (English) Zbl 1222.68219 J. Mach. Learn. Res. 7, 85-115 (2006). MSC: 68T05 PDF BibTeX XML Cite \textit{T.-K. Huang} et al., J. Mach. Learn. Res. 7, 85--115 (2006; Zbl 1222.68219) Full Text: Link
Schmitt, Michael; Martignon, Laura On the complexity of learning lexicographic strategies. (English) Zbl 1222.68299 J. Mach. Learn. Res. 7, 55-83 (2006). MSC: 68T05 68Q17 68T20 PDF BibTeX XML Cite \textit{M. Schmitt} and \textit{L. Martignon}, J. Mach. Learn. Res. 7, 55--83 (2006; Zbl 1222.68299) Full Text: Link
Cesa-Bianchi, Nicolò; Gentile, Claudio; Zaniboni, Luca Incremental algorithms for hierarchical classification. (English) Zbl 1222.68161 J. Mach. Learn. Res. 7, 31-54 (2006). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{N. Cesa-Bianchi} et al., J. Mach. Learn. Res. 7, 31--54 (2006; Zbl 1222.68161) Full Text: Link
Demšar, Janez Statistical comparisons of classifiers over multiple data sets. (English) Zbl 1222.68184 J. Mach. Learn. Res. 7, 1-30 (2006). MSC: 68T05 62G30 PDF BibTeX XML Cite \textit{J. Demšar}, J. Mach. Learn. Res. 7, 1--30 (2006; Zbl 1222.68184) Full Text: Link
Mangasarian, Olvi L. Exact 1-norm support vector machines via unconstrained convex differentiable minimization. (English) Zbl 1211.68329 J. Mach. Learn. Res. 7, 1517-1530 (2006). MSC: 68T05 90C25 PDF BibTeX XML Cite \textit{O. L. Mangasarian}, J. Mach. Learn. Res. 7, 1517--1530 (2006; Zbl 1211.68329) Full Text: Link