Edit Profile (opens in new tab) Koller, Daphne Co-Author Distance Author ID: koller.daphne Published as: Koller, Daphne; Koller, D. Documents Indexed: 33 Publications since 1963, including 1 Book Co-Authors: 29 Co-Authors with 28 Joint Publications 730 Co-Co-Authors all top 5 Co-Authors 2 single-authored 6 Halpern, Joseph Yehuda 6 Megiddo, Nimrod 5 Friedman, Nir 4 Grove, Adam J. 3 von Stengel, Bernhard 2 Abbeel, Pieter 2 Getoor, Lise 2 Karger, David R. 1 Bacchus, Fahiem 1 Bar-Noy, Amotz 1 Battle, A. 1 Binder, John 1 Chechik, Gal 1 desJardins, Marie 1 Dolev, Danny 1 Elidan, Gal 1 Guestrin, Carlos 1 Heitz, Geremy 1 Kanazawa, Keiji 1 Lerner, Uri 1 Milch, Brian 1 Ng, Andrew Yan-Tak 1 Parr, Ronald 1 Pe’er, Dana 1 Peleg, David 1 Pfeffer, Avi 1 Phillips, Steven J. 1 Regev, Aviv 1 Russell, Stuart J. 1 Segal, Eran 1 Shelton, Christian R. 1 Taskar, Benjamin 1 Tong, Simon all top 5 Serials 5 Journal of Machine Learning Research (JMLR) 4 Games and Economic Behavior 4 The Journal of Artificial Intelligence Research (JAIR) 2 Artificial Intelligence 2 SIAM Journal on Computing 2 Machine Learning 1 International Journal of Game Theory 1 Journal of Computer and System Sciences 1 The Journal of Symbolic Logic 1 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 1 Information and Computation 1 SIAM Journal on Discrete Mathematics 1 ACM Transactions on Computational Logic 1 Adaptive Computation and Machine Learning all top 5 Fields 23 Computer science (68-XX) 8 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Operations research, mathematical programming (90-XX) 3 Mathematical logic and foundations (03-XX) 3 Statistics (62-XX) 2 Probability theory and stochastic processes (60-XX) 1 Combinatorics (05-XX) 1 Numerical analysis (65-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 30 Publications have been cited 805 times in 724 Documents Cited by ▼ Year ▼ Probabilistic graphical models. Zbl 1183.68483 Koller, Daphne; Friedman, Nir 355 2009 Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks. Zbl 1033.68104 Friedman, Nir; Koller, Daphne 64 2003 Support vector machine active learning with applications to text classification. Zbl 1009.68131 Tong, Simon; Koller, Daphne 54 2002 Multi-agent influence diagrams for representing and solving games. Zbl 1054.91007 Koller, Daphne; Milch, Brian 38 2003 Adaptive probabilistic networks with hidden variables. Zbl 0892.68079 Binder, John; Koller, Daphne; Russell, Stuart; Kanazawa, Keiji 37 1997 Efficient computation of equilibria for extensive two-person games. Zbl 0859.90127 Koller, Daphne; Megiddo, Nimrod; von Stengel, Bernhard 27 1996 Learning probabilistic models of link structure. Zbl 1112.68441 Getoor, Lise; Friedman, Nir; Koller, Daphne; Taskar, Benjamin 27 2003 From statistical knowledge bases to degrees of belief. Zbl 1506.68146 Bacchus, Fahiem; Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne 27 1996 Efficient solution algorithms for factored MDPs. Zbl 1026.68125 Guestrin, C.; Koller, D.; Parr, R.; Venkataraman, S. 26 2003 The complexity of two-person zero-sum games in extensive form. Zbl 0758.90084 Koller, Daphne; Megiddo, Nimrod 26 1992 Finding the hidden path: Time bounds for all-pairs shortest paths. Zbl 0799.68148 Karger, David R.; Koller, Daphne; Phillips, Steven J. 24 1993 Random worlds and maximum entropy. Zbl 0900.68398 Grove, A. J.; Halpern, J. Y.; Koller, D. 20 1994 Representations and solutions for game-theoretic problems. Zbl 0907.90297 Koller, Daphne; Pfeffer, Avi 14 1997 Fast algorithms for finding randomized strategies in game trees. Zbl 1345.68258 Koller, Daphne; Megiddo, Nimrod; von Stengel, Bernhard 13 1994 Learning factor graphs in polynomial time and sample complexity. Zbl 1222.68128 Abbeel, Pieter; Koller, Daphne; Ng, Andrew Y. 13 2006 Max-margin classification of data with absent features. Zbl 1225.68160 Chechik, Gal; Heitz, Geremy; Elidan, Gal; Abbeel, Pieter; Koller, Daphne 11 2008 A continuation method for Nash equilibria in structured games. Zbl 1165.91309 Blum, B.; Shelton, C. R.; Koller, D. 8 2006 Decomposing gene expression into cellular processes. Zbl 1219.92027 Segal, E.; Battle, A.; Koller, D. 8 2002 Asymptotic conditional probabilities: The unary case. Zbl 0848.03004 Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne 8 1996 Representation dependence in probabilistic inference. Zbl 1080.68686 Halpern, Joseph Y.; Koller, Daphne 8 2004 Constructing small sample spaces satisfying given constraints. Zbl 0797.60018 Koller, Daphne; Megiddo, Nimrod 7 1994 Team-maxmin equilibria. Zbl 0891.90179 von Stengel, Bernhard; Koller, Daphne 7 1997 Asymptotic conditional probabilities: The non-unary case. Zbl 0847.03018 Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne 6 1996 Finding mixed strategies with small supports in extensive form games. Zbl 0856.90143 Koller, Daphne; Megiddo, Nimrod 4 1996 Sampling in factored dynamic systems. Zbl 1056.93582 Koller, Daphne; Lerner, Uri 4 2001 Constructing small sample spaces satisfying given constraints. Zbl 1310.68153 Koller, Daphne; Megiddo, Nimrod 4 1993 First-order conditional logic for default reasoning revisited. Zbl 1365.68404 Friedman, Nir; Halpern, Joseph Y.; Koller, Daphne 3 2000 Learning module networks. Zbl 1222.68301 Segal, Eran; Pe’er, Dana; Regev, Aviv; Koller, Daphne; Friedman, Nir 2 2005 Using feature hierarchies in Bayesian network learning. (Extended abstract). Zbl 0989.68570 desJardins, Marie; Getoor, Lise; Koller, Daphne 1 2000 Fault-tolerant critical section management in asynchronous environments. Zbl 0738.68001 Bar-Noy, Amotz; Dolev, Danny; Koller, Daphne; Peleg, David 1 1991 Probabilistic graphical models. Zbl 1183.68483 Koller, Daphne; Friedman, Nir 355 2009 Max-margin classification of data with absent features. Zbl 1225.68160 Chechik, Gal; Heitz, Geremy; Elidan, Gal; Abbeel, Pieter; Koller, Daphne 11 2008 Learning factor graphs in polynomial time and sample complexity. Zbl 1222.68128 Abbeel, Pieter; Koller, Daphne; Ng, Andrew Y. 13 2006 A continuation method for Nash equilibria in structured games. Zbl 1165.91309 Blum, B.; Shelton, C. R.; Koller, D. 8 2006 Learning module networks. Zbl 1222.68301 Segal, Eran; Pe’er, Dana; Regev, Aviv; Koller, Daphne; Friedman, Nir 2 2005 Representation dependence in probabilistic inference. Zbl 1080.68686 Halpern, Joseph Y.; Koller, Daphne 8 2004 Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks. Zbl 1033.68104 Friedman, Nir; Koller, Daphne 64 2003 Multi-agent influence diagrams for representing and solving games. Zbl 1054.91007 Koller, Daphne; Milch, Brian 38 2003 Learning probabilistic models of link structure. Zbl 1112.68441 Getoor, Lise; Friedman, Nir; Koller, Daphne; Taskar, Benjamin 27 2003 Efficient solution algorithms for factored MDPs. Zbl 1026.68125 Guestrin, C.; Koller, D.; Parr, R.; Venkataraman, S. 26 2003 Support vector machine active learning with applications to text classification. Zbl 1009.68131 Tong, Simon; Koller, Daphne 54 2002 Decomposing gene expression into cellular processes. Zbl 1219.92027 Segal, E.; Battle, A.; Koller, D. 8 2002 Sampling in factored dynamic systems. Zbl 1056.93582 Koller, Daphne; Lerner, Uri 4 2001 First-order conditional logic for default reasoning revisited. Zbl 1365.68404 Friedman, Nir; Halpern, Joseph Y.; Koller, Daphne 3 2000 Using feature hierarchies in Bayesian network learning. (Extended abstract). Zbl 0989.68570 desJardins, Marie; Getoor, Lise; Koller, Daphne 1 2000 Adaptive probabilistic networks with hidden variables. Zbl 0892.68079 Binder, John; Koller, Daphne; Russell, Stuart; Kanazawa, Keiji 37 1997 Representations and solutions for game-theoretic problems. Zbl 0907.90297 Koller, Daphne; Pfeffer, Avi 14 1997 Team-maxmin equilibria. Zbl 0891.90179 von Stengel, Bernhard; Koller, Daphne 7 1997 Efficient computation of equilibria for extensive two-person games. Zbl 0859.90127 Koller, Daphne; Megiddo, Nimrod; von Stengel, Bernhard 27 1996 From statistical knowledge bases to degrees of belief. Zbl 1506.68146 Bacchus, Fahiem; Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne 27 1996 Asymptotic conditional probabilities: The unary case. Zbl 0848.03004 Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne 8 1996 Asymptotic conditional probabilities: The non-unary case. Zbl 0847.03018 Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne 6 1996 Finding mixed strategies with small supports in extensive form games. Zbl 0856.90143 Koller, Daphne; Megiddo, Nimrod 4 1996 Random worlds and maximum entropy. Zbl 0900.68398 Grove, A. J.; Halpern, J. Y.; Koller, D. 20 1994 Fast algorithms for finding randomized strategies in game trees. Zbl 1345.68258 Koller, Daphne; Megiddo, Nimrod; von Stengel, Bernhard 13 1994 Constructing small sample spaces satisfying given constraints. Zbl 0797.60018 Koller, Daphne; Megiddo, Nimrod 7 1994 Finding the hidden path: Time bounds for all-pairs shortest paths. Zbl 0799.68148 Karger, David R.; Koller, Daphne; Phillips, Steven J. 24 1993 Constructing small sample spaces satisfying given constraints. Zbl 1310.68153 Koller, Daphne; Megiddo, Nimrod 4 1993 The complexity of two-person zero-sum games in extensive form. Zbl 0758.90084 Koller, Daphne; Megiddo, Nimrod 26 1992 Fault-tolerant critical section management in asynchronous environments. Zbl 0738.68001 Bar-Noy, Amotz; Dolev, Danny; Koller, Daphne; Peleg, David 1 1991 all cited Publications top 5 cited Publications all top 5 Cited by 1,555 Authors 8 Bielza, Concha 8 Corander, Jukka 8 Gagliardi Cozman, Fabio 8 Larrañaga, Pedro 8 Mauá, Denis Deratani 8 Pensar, Johan 7 de Campos, Cassio Polpo 7 Koller, Daphne 7 Scutari, Marco 6 Castelletti, Federico 6 Grzegorczyk, Marco A. 6 Landes, Jürgen 6 Lukasiewicz, Thomas 6 Rios Insua, David 5 Cussens, James 5 De Raedt, Luc 5 Husmeier, Dirk 5 Katsoulakis, Markos A. 5 Kern-Isberner, Gabriele 5 Kersting, Kristian 5 Kuipers, Jack B. 5 Moffa, Giusi 5 Nyman, Henrik 5 Puerta, Jose Miguel 5 Sandholm, Tuomas W. 5 Wooldridge, Michael J. 5 Yang, Youlong 4 Consonni, Guido 4 de Campos, Luis Miguel 4 de Givry, Simon 4 Ding, Wei 4 Getoor, Lise 4 Klüppelberg, Claudia 4 Leonelli, Manuele 4 Peña, José-María 4 Qiu, Ke 4 Rad, Soroush Rafiee 4 Ruggeri, Fabrizio 4 Smith, James Quartermaine 4 Wu, Yan 3 Abate, Alessandro 3 Almudevar, Anthony 3 Antonucci, Alessandro 3 Baioletti, Marco 3 Belle, Vaishak 3 Bošanský, Branislav 3 Chertkov, Michael 3 Costa, Gianni 3 Czado, Claudia 3 du Preez, Johan A. 3 Everitt, Tom 3 Gámez, José Antonio 3 Gatti, Nicola 3 Geng, Zhi 3 Gonzales, Christophe 3 Hall, Eric Joseph 3 Harrenstein, Paul 3 Koriche, Frédéric 3 Langseth, Helge 3 Marzouk, Youssef M. 3 Natarajan, Sriraam 3 Nielsen, Thomas D. 3 Nuel, Gregory 3 Oates, Chris J. 3 Ortale, Riccardo 3 Paris, Jeffrey Bruce 3 Peluso, Stefano 3 Peters, Jonas 3 Riguzzi, Fabrizio 3 Soyer, Refik 3 Tartakovsky, Daniel M. 3 Torr, Philip H. S. 3 Van Den Broeck, Guy 3 Vergari, Antonio 3 von Stengel, Bernhard 3 Williamson, Jon 3 Wuillemin, Pierre-Henri 3 Zaffalon, Marco 3 Zhu, En 2 Abrahamson, Jeff 2 Allouche, David 2 Alonso-Barba, Juan I. 2 Angelopoulos, Nicos 2 Atienza, David 2 Azzolini, Damiano 2 Baladandayuthapani, Veerabhadran 2 Balakrishnan, Sivaraman 2 Bamber, Donald 2 Bezáková, Ivona 2 Birmpa, Panagiota 2 Bonzon, Elise 2 Bro Miltersen, Peter 2 Brodnik, Andrej 2 Bühlmann, Peter 2 Bulling, Nils 2 Butz, Cory J. 2 Cano, Javier 2 Čermák, Jiří 2 Ceylan, İsmail İlkan 2 Chan, Hau ...and 1,455 more Authors all top 5 Cited in 205 Serials 64 International Journal of Approximate Reasoning 40 Artificial Intelligence 40 Machine Learning 18 Journal of Machine Learning Research (JMLR) 14 Statistics and Computing 13 The Annals of Statistics 13 Games and Economic Behavior 11 Information Sciences 11 Theoretical Computer Science 9 Journal of Computational Physics 9 Journal of the American Statistical Association 9 Neural Computation 9 Pattern Recognition 9 Annals of Mathematics and Artificial Intelligence 9 Journal of Applied Logic 8 Computational Statistics and Data Analysis 8 The Journal of Artificial Intelligence Research (JAIR) 8 The Annals of Applied Statistics 7 European Journal of Operational Research 7 Journal of Statistical Mechanics: Theory and Experiment 6 International Journal of Computer Vision 6 Electronic Journal of Statistics 5 Synthese 5 Neural Networks 5 Economic Theory 5 Journal of Applied Statistics 5 Journal of Physics A: Mathematical and Theoretical 5 SIAM/ASA Journal on Uncertainty Quantification 4 Discrete Applied Mathematics 4 Biometrics 4 Journal of Multivariate Analysis 4 Journal of Philosophical Logic 4 Theoretical Population Biology 4 Annals of Pure and Applied Logic 4 New Generation Computing 4 Algorithmica 4 Annals of Operations Research 4 Computational Statistics 4 Journal of Combinatorial Optimization 4 Games 3 The Canadian Journal of Statistics 3 Applied Mathematics and Computation 3 International Statistical Review 3 Journal of Economic Theory 3 SIAM Journal on Computing 3 Studia Logica 3 Random Structures & Algorithms 3 Communications in Statistics. Theory and Methods 3 Journal of Statistical Computation and Simulation 3 Mathematical Programming. Series A. Series B 3 Test 3 Bernoulli 3 Mathematical Problems in Engineering 3 Theory of Computing Systems 3 Soft Computing 3 Data Mining and Knowledge Discovery 3 New Journal of Physics 3 International Journal of Applied Mathematics and Computer Science 3 Theory and Practice of Logic Programming 3 Entropy 3 Quantum Information Processing 3 Journal of Computational and Graphical Statistics 3 Bayesian Analysis 2 Acta Informatica 2 Computer Methods in Applied Mechanics and Engineering 2 Information Processing Letters 2 Physica A 2 Scandinavian Journal of Statistics 2 Automatica 2 Journal of Computer and System Sciences 2 Journal of Statistical Planning and Inference 2 Naval Research Logistics 2 Journal of Classification 2 Information and Computation 2 Computers & Operations Research 2 Constraints 2 INFORMS Journal on Computing 2 PAA. Pattern Analysis and Applications 2 Australian & New Zealand Journal of Statistics 2 Methodology and Computing in Applied Probability 2 International Game Theory Review 2 Archives of Computational Methods in Engineering 2 Foundations of Computational Mathematics 2 Journal of Discrete Algorithms 2 Engineering Optimization 2 Statistical Analysis and Data Mining 2 Journal of Statistical Theory and Practice 2 SIAM Journal on Imaging Sciences 2 Mathematical Geosciences 2 Foundations and Trends in Machine Learning 2 SIAM Journal on Mathematics of Data Science 1 International Journal of Modern Physics B 1 ACM Computing Surveys 1 The American Statistician 1 Communications in Mathematical Physics 1 International Journal of Control 1 Inverse Problems 1 Journal of Statistical Physics 1 Mathematical Biosciences 1 Psychometrika ...and 105 more Serials all top 5 Cited in 34 Fields 406 Computer science (68-XX) 306 Statistics (62-XX) 102 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 72 Combinatorics (05-XX) 67 Operations research, mathematical programming (90-XX) 59 Probability theory and stochastic processes (60-XX) 51 Mathematical logic and foundations (03-XX) 34 Biology and other natural sciences (92-XX) 33 Numerical analysis (65-XX) 21 Information and communication theory, circuits (94-XX) 14 Systems theory; control (93-XX) 13 Quantum theory (81-XX) 13 Statistical mechanics, structure of matter (82-XX) 8 Linear and multilinear algebra; matrix theory (15-XX) 6 Partial differential equations (35-XX) 4 Geophysics (86-XX) 3 General and overarching topics; collections (00-XX) 3 Convex and discrete geometry (52-XX) 3 Mechanics of deformable solids (74-XX) 2 History and biography (01-XX) 2 Commutative algebra (13-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Differential geometry (53-XX) 2 Mechanics of particles and systems (70-XX) 2 Fluid mechanics (76-XX) 2 Classical thermodynamics, heat transfer (80-XX) 1 General algebraic systems (08-XX) 1 Algebraic geometry (14-XX) 1 Associative rings and algebras (16-XX) 1 Difference and functional equations (39-XX) 1 Functional analysis (46-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year