Liu, Han; Lafferty, John Nonparametric graphical models. (English) Zbl 1418.62120 Maathuis, Marloes (ed.) et al., Handbook of graphical models. Boca Raton, FL: CRC Press. Chapman Hall/CRC Handb. Mod. Stat. Methods, 309-324 (2019). MSC: 62G05 05C90 62H05 62J10 PDFBibTeX XMLCite \textit{H. Liu} and \textit{J. Lafferty}, in: Handbook of graphical models. Boca Raton, FL: CRC Press. 309--324 (2019; Zbl 1418.62120)
Chatterjee, Sabyasachi; Lafferty, John Adaptive risk bounds in unimodal regression. (English) Zbl 1441.62097 Bernoulli 25, No. 1, 1-25 (2019). MSC: 62G08 62G07 62G05 62G20 PDFBibTeX XMLCite \textit{S. Chatterjee} and \textit{J. Lafferty}, Bernoulli 25, No. 1, 1--25 (2019; Zbl 1441.62097) Full Text: DOI arXiv Euclid
Zhu, Yuancheng; Lafferty, John Quantized minimax estimation over Sobolev ellipsoids. (English) Zbl 1477.94033 Inf. Inference 7, No. 1, 31-82 (2018). MSC: 94A12 94A34 PDFBibTeX XMLCite \textit{Y. Zhu} and \textit{J. Lafferty}, Inf. Inference 7, No. 1, 31--82 (2018; Zbl 1477.94033) Full Text: DOI arXiv
Chatterjee, Sabyasachi; Lafferty, John Denoising flows on trees. (English) Zbl 1390.94958 IEEE Trans. Inf. Theory 64, No. 3, 1767-1783 (2018). MSC: 94C15 94A12 PDFBibTeX XMLCite \textit{S. Chatterjee} and \textit{J. Lafferty}, IEEE Trans. Inf. Theory 64, No. 3, 1767--1783 (2018; Zbl 1390.94958) Full Text: DOI arXiv
Xu, Min; Chen, Minhua; Lafferty, John Faithful variable screening for high-dimensional convex regression. (English) Zbl 1360.62197 Ann. Stat. 44, No. 6, 2624-2660 (2016). MSC: 62G08 52A41 62J07 PDFBibTeX XMLCite \textit{M. Xu} et al., Ann. Stat. 44, No. 6, 2624--2660 (2016; Zbl 1360.62197) Full Text: DOI arXiv
Lafferty, John; Liu, Han; Wasserman, Larry Sparse nonparametric graphical models. (English) Zbl 1331.62219 Stat. Sci. 27, No. 4, 519-537 (2012). MSC: 62G07 62A09 62H05 PDFBibTeX XMLCite \textit{J. Lafferty} et al., Stat. Sci. 27, No. 4, 519--537 (2012; Zbl 1331.62219) Full Text: DOI arXiv Euclid
Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry The huge package for high-dimensional undirected graph estimation in R. (English) Zbl 1283.68311 J. Mach. Learn. Res. 13, 1059-1062 (2012). MSC: 68T05 62-04 68-04 68N15 PDFBibTeX XMLCite \textit{T. Zhao} et al., J. Mach. Learn. Res. 13, 1059--1062 (2012; Zbl 1283.68311) Full Text: arXiv Link
Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry High-dimensional semiparametric Gaussian copula graphical models. (English) Zbl 1297.62073 Ann. Stat. 40, No. 4, 2293-2326 (2012). MSC: 62G05 62G20 62F12 62H20 PDFBibTeX XMLCite \textit{H. Liu} et al., Ann. Stat. 40, No. 4, 2293--2326 (2012; Zbl 1297.62073) Full Text: DOI arXiv Euclid
Kolar, Mladen; Lafferty, John; Wasserman, Larry Union support recovery in multi-task learning. (English) Zbl 1280.62047 J. Mach. Learn. Res. 12, 2415-2435 (2011). MSC: 62G08 62J07 68T05 PDFBibTeX XMLCite \textit{M. Kolar} et al., J. Mach. Learn. Res. 12, 2415--2435 (2011; Zbl 1280.62047) Full Text: arXiv Link
Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry Forest density estimation. (English) Zbl 1280.62045 J. Mach. Learn. Res. 12, 907-951 (2011). MSC: 62G07 62H12 62M05 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 12, 907--951 (2011; Zbl 1280.62045) Full Text: arXiv Link
Zhou, Shuheng; Lafferty, John; Wasserman, Larry Time varying undirected graphs. (English) Zbl 1475.62174 Mach. Learn. 80, No. 2-3, 295-319 (2010). MSC: 62H22 62H12 05C90 PDFBibTeX XMLCite \textit{S. Zhou} et al., Mach. Learn. 80, No. 2--3, 295--319 (2010; Zbl 1475.62174) Full Text: DOI arXiv
Ravikumar, Pradeep; Wainwright, Martin J.; Lafferty, John D. High-dimensional Ising model selection using \(\ell _{1}\)-regularized logistic regression. (English) Zbl 1189.62115 Ann. Stat. 38, No. 3, 1287-1319 (2010). MSC: 62J12 62F12 05C90 68T99 62M40 PDFBibTeX XMLCite \textit{P. Ravikumar} et al., Ann. Stat. 38, No. 3, 1287--1319 (2010; Zbl 1189.62115) Full Text: DOI arXiv
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry Sparse additive models. (English) Zbl 1411.62107 J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 5, 1009-1030 (2009). MSC: 62G08 62G05 62H30 PDFBibTeX XMLCite \textit{P. Ravikumar} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 5, 1009--1030 (2009; Zbl 1411.62107) Full Text: DOI arXiv
Zhou, Shuheng; Lafferty, John; Wasserman, Larry Compressed and privacy-sensitive sparse regression. (English) Zbl 1367.62208 IEEE Trans. Inf. Theory 55, No. 2, 846-866 (2009). MSC: 62J02 62M20 68T05 94A05 94A12 PDFBibTeX XMLCite \textit{S. Zhou} et al., IEEE Trans. Inf. Theory 55, No. 2, 846--866 (2009; Zbl 1367.62208) Full Text: DOI
Liu, Han; Lafferty, John; Wasserman, Larry The nonparanormal: semiparametric estimation of high dimensional undirected graphs. (English) Zbl 1235.62035 J. Mach. Learn. Res. 10, 2295-2328 (2009). MSC: 62G05 62H99 05C99 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 10, 2295--2328 (2009; Zbl 1235.62035) Full Text: arXiv Link
Lafferty, John; Wasserman, Larry Rodeo: Sparse, greedy nonparametric regression. (English) Zbl 1132.62026 Ann. Stat. 36, No. 1, 28-63 (2008). MSC: 62G08 62G20 62G07 62G10 62G05 PDFBibTeX XMLCite \textit{J. Lafferty} and \textit{L. Wasserman}, Ann. Stat. 36, No. 1, 28--63 (2008; Zbl 1132.62026) Full Text: DOI arXiv Euclid
Ravikumar, Pradeep; Wainwright, Martin J.; Lafferty, John D. High-Dimensional Graphical Model Selection Using \(\ell_1\)-Regularized Logistic Regression. arXiv:0804.4202 Preprint, arXiv:0804.4202 [math.ST] (2008). BibTeX Cite \textit{P. Ravikumar} et al., ``High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression'', Preprint, arXiv:0804.4202 [math.ST] (2008) Full Text: arXiv OA License
Verducci, Joseph Stephen (ed.); Shen, Xiaotong (ed.); Lafferty, John (ed.) Prediction and discovery. AMS-IMS-SIAM joint summer research conference on machine and statistical learning: prediction and discovery, Snowbird, UT, USA, June 25–29, 2006. (English) Zbl 1123.62002 Contemporary Mathematics 443. Providence, RI: American Mathematical Society (AMS) (ISBN 978-0-8218-4195-2/pbk). vi, 226 p. (2007). MSC: 62-06 00B25 PDFBibTeX XMLCite \textit{J. S. Verducci} (ed.) et al., Prediction and discovery. AMS-IMS-SIAM joint summer research conference on machine and statistical learning: prediction and discovery, Snowbird, UT, USA, June 25--29, 2006. Providence, RI: American Mathematical Society (AMS) (2007; Zbl 1123.62002) Full Text: DOI
Blei, David M.; Lafferty, John D. A correlated topic model of science. (English) Zbl 1129.62122 Ann. Appl. Stat. 1, No. 1, 17-35 (2007). MSC: 62P99 65C60 62F15 PDFBibTeX XMLCite \textit{D. M. Blei} and \textit{J. D. Lafferty}, Ann. Appl. Stat. 1, No. 1, 17--35 (2007; Zbl 1129.62122) Full Text: DOI arXiv Euclid
Zhai, Chengxiang; Lafferty, John A risk minimization framework for information retrieval. (English) Zbl 1101.68544 Inf. Process. Manage. 42, No. 1, 31-55 (2006). MSC: 68P20 PDFBibTeX XMLCite \textit{C. Zhai} and \textit{J. Lafferty}, Inf. Process. Manage. 42, No. 1, 31--55 (2006; Zbl 1101.68544) Full Text: DOI
Lafferty, John; Lebanon, Guy Diffusion kernels on statistical manifolds. (English) Zbl 1222.68240 J. Mach. Learn. Res. 6, 129-163 (2005). MSC: 68T05 60J60 PDFBibTeX XMLCite \textit{J. Lafferty} and \textit{G. Lebanon}, J. Mach. Learn. Res. 6, 129--163 (2005; Zbl 1222.68240) Full Text: Link
Lafferty, John; Wasserman, Larry Rodeo: Sparse Nonparametric Regression in High Dimensions. arXiv:math/0506342 Preprint, arXiv:math/0506342 [math.ST] (2005). MSC: 62G08 BibTeX Cite \textit{J. Lafferty} and \textit{L. Wasserman}, ``Rodeo: Sparse Nonparametric Regression in High Dimensions'', Preprint, arXiv:math/0506342 [math.ST] (2005) Full Text: arXiv
Lafferty, John; Zhai, ChengXiang Probabilistic relevance models based on document and query generation. (English) Zbl 1095.68588 Croft, W. Bruce (ed.) et al., Language modeling for information retrieval. Dordrecht: Kluwer Academic Publishers (ISBN 1-4020-1216-0/hbk). The Kluwer International Series on Information Retrieval 13, 1-10 (2003). MSC: 68P20 PDFBibTeX XMLCite \textit{J. Lafferty} and \textit{C. Zhai}, Kluwer Int. Ser. Inf. Retr. 13, 1--10 (2003; Zbl 1095.68588)
Gamburd, Alex; Lafferty, John; Rockmore, Dan Eigenvalue spacings for quantized cat maps. (English) Zbl 1074.81523 J. Phys. A, Math. Gen. 36, No. 12, 3487-3499 (2003). MSC: 81Q50 11Z05 PDFBibTeX XMLCite \textit{A. Gamburd} et al., J. Phys. A, Math. Gen. 36, No. 12, 3487--3499 (2003; Zbl 1074.81523) Full Text: DOI
Croft, W. Bruce (ed.); Lafferty, John (ed.) Language modeling for information retrieval. (English) Zbl 1055.68051 The Kluwer International Series on Information Retrieval 13. Dordrecht: Kluwer Academic Publishers (ISBN 1-4020-1216-0/hbk). xiii, 245 p. (2003). MSC: 68P20 68T50 68-06 PDFBibTeX XMLCite \textit{W. B. Croft} (ed.) and \textit{J. Lafferty} (ed.), Language modeling for information retrieval. Dordrecht: Kluwer Academic Publishers (2003; Zbl 1055.68051)
Mahamud, Shyjan; Hebert, Martial; Lafferty, John Combining simple discriminators for object discrimination. (English) Zbl 1039.68681 Heyden, Anders (ed.) et al., Computer vision - ECCV 2002. 7th European conference, Copenhagen, Denmark, May 28–31, 2002. Proceedings. Part 3. Berlin: Springer (ISBN 3-540-43746-0). Lect. Notes Comput. Sci. 2352, 776-790 (2002). MSC: 68T45 PDFBibTeX XMLCite \textit{S. Mahamud} et al., Lect. Notes Comput. Sci. 2352, 776--790 (2002; Zbl 1039.68681) Full Text: Link
Lafferty, John; Vardy, Alexander Ordered binary decision diagrams and minimal trellises. (English) Zbl 1391.94853 IEEE Trans. Comput. 48, No. 9, 971-986 (1999). MSC: 94B12 PDFBibTeX XMLCite \textit{J. Lafferty} and \textit{A. Vardy}, IEEE Trans. Comput. 48, No. 9, 971--986 (1999; Zbl 1391.94853) Full Text: DOI Link
Lafferty, John D.; Rockmore, Daniel N. Spectral techniques for expander codes. (English) Zbl 0962.68063 STOC ’97. Proceedings of the 29th annual ACM symposium on theory of computing, El Paso, TX, USA, May 4-6, 1997. New York, NY: ACM, Association for Computing Machinery, 160-167 (1999). MSC: 68P30 PDFBibTeX XMLCite \textit{J. D. Lafferty} and \textit{D. N. Rockmore}, in: Proceedings of the 29th annual ACM symposium on theory of computing, STOC '97. El Paso, TX, USA, May 4--6, 1997. New York, NY: ACM, Association for Computing Machinery. 160--167 (1999; Zbl 0962.68063)
Lafferty, John D.; Rockmore, Daniel N. Level spacings for Cayley graphs. (English) Zbl 0962.05026 Hejhal, Dennis A. (ed.) et al., Emerging applications of number theory. Based on the proceedings of the IMA summer program, Minneapolis, MN, USA, July 15-26, 1996. New York, NY: Springer. IMA Vol. Math. Appl. 109, 373-386 (1999). MSC: 05C25 20C40 68R10 20B25 20D06 20C30 PDFBibTeX XMLCite \textit{J. D. Lafferty} and \textit{D. N. Rockmore}, IMA Vol. Math. Appl. 109, 373--386 (1999; Zbl 0962.05026)
Beeferman, Doug; Berger, Adam; Lafferty, John Statistical models for text segmentation. (English) Zbl 0917.68171 Mach. Learn. 34, No. 1-3, 177-210 (1999). MSC: 68T50 68P10 PDFBibTeX XMLCite \textit{D. Beeferman} et al., Mach. Learn. 34, No. 1--3, 177--210 (1999; Zbl 0917.68171) Full Text: DOI
Lafferty, John D.; Suhm, Bernhard Cluster expansions and iterative scaling for maximum entropy language models. (English) Zbl 0900.82002 Hanson, Kenneth M. (ed.) et al., Maximum entropy and Bayesian methods. Proceedings of the 15th international workshop, Santa Fe, NM, USA, July 31–August 4, 1995. Dordrecht: Kluwer Academic Publishers. Fundam. Theor. Phys. 79, 195-202 (1996). MSC: 82-08 62B10 82D99 PDFBibTeX XMLCite \textit{J. D. Lafferty} and \textit{B. Suhm}, Fundam. Theor. Phys. 79, 195--202 (1996; Zbl 0900.82002)
Lafferty, John D.; Peskin, Charles S. Phase space density and fluid flow: Conservation laws and speculations on a Boltzmann equation associated with the stochastic Newton equation. (English) Zbl 0835.60102 Albeverio, S. (ed.) et al., Stochastic processes, physics and geometry II. Proceedings of the 3rd international conference held in Locarno, Switzerland, 24-29 June 1991. Singapore: World Scientific. 491-502 (1995). MSC: 60K40 82C40 PDFBibTeX XMLCite \textit{J. D. Lafferty} and \textit{C. S. Peskin}, in: Stochastic processes, physics and geometry II. Proceedings of the 3rd international conference held in Locarno, Switzerland, 24-29 June 1991. Singapore: World Scientific. 491--502 (1995; Zbl 0835.60102)
Lafferty, John; Rockmore, Daniel Numerical investigation of the spectrum for certain families of Cayley graphs. (English) Zbl 0793.05070 Friedman, Joel (ed.), Expanding graphs. Proceedings of the DIMACS workshop on expander graphs, May 11-14, 1992, Princeton University, NJ (USA). Providence, RI: American Mathematical Society. DIMACS, Ser. Discrete Math. Theor. Comput. Sci. 10, 63-73 (1993). Reviewer: G.Steidl (Darmstadt) MSC: 05C25 20C40 68R10 20B25 20D06 20C30 PDFBibTeX XMLCite \textit{J. Lafferty} and \textit{D. Rockmore}, DIMACS, Ser. Discrete Math. Theor. Comput. Sci. 10, 63--73 (1993; Zbl 0793.05070)
Lafferty, John D.; Yu, Yanlin; Zhang, Weiping A direct geometric proof of the Lefschetz fixed point formulas. (English) Zbl 0747.58016 Trans. Am. Math. Soc. 329, No. 2, 571-583 (1992). Reviewer: Neculai Papaghiuc (Iaşi) MSC: 58C30 53B20 57R15 53A55 PDFBibTeX XMLCite \textit{J. D. Lafferty} et al., Trans. Am. Math. Soc. 329, No. 2, 571--583 (1992; Zbl 0747.58016) Full Text: DOI
Lafferty, John D.; Rockmore, Daniel Fast Fourier analysis for \(SL_ 2\) over a finite field and related numerical experiments. (English) Zbl 0773.65091 Exp. Math. 1, No. 2, 115-139 (1992). Reviewer: G.Steidl (Rostock) MSC: 65T40 65Y20 65J10 43A25 05C25 20C15 PDFBibTeX XMLCite \textit{J. D. Lafferty} and \textit{D. Rockmore}, Exp. Math. 1, No. 2, 115--139 (1992; Zbl 0773.65091) Full Text: DOI EuDML EMIS
Lafferty, John D.; Yu, Yanlin; Zhang, Weiping Clifford asymptotics and the local Lefschetz index. (English) Zbl 0688.58044 Topological fixed point theory and applications, Proc. Conf., Tianjin/China 1988, Lect. Notes Math. 1411, 137-142 (1989). Reviewer: H.Donnelly MSC: 58J50 58J20 PDFBibTeX XML
Lafferty, John D. The density manifold and configuration space quantization. (English) Zbl 0642.58009 Trans. Am. Math. Soc. 305, No. 2, 699-741 (1988). MSC: 58B20 37J99 60H07 58D05 PDFBibTeX XMLCite \textit{J. D. Lafferty}, Trans. Am. Math. Soc. 305, No. 2, 699--741 (1988; Zbl 0642.58009) Full Text: DOI