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Koller, Daphne

Co-Author Distance
Author ID: koller.daphne Recent zbMATH articles by "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
729 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 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 969 times in 873 Documents Cited by ▼ Year ▼
Probabilistic graphical models. Zbl 1183.68483
Koller, Daphne; Friedman, Nir
485
2009
Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks. Zbl 1033.68104
Friedman, Nir; Koller, Daphne
70
2003
Support vector machine active learning with applications to text classification. Zbl 1009.68131
Tong, Simon; Koller, Daphne
59
2002
Multi-agent influence diagrams for representing and solving games. Zbl 1054.91007
Koller, Daphne; Milch, Brian
41
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
29
1996
Efficient solution algorithms for factored MDPs. Zbl 1026.68125
Guestrin, C.; Koller, D.; Parr, R.; Venkataraman, S.
28
2003
The complexity of two-person zero-sum games in extensive form. Zbl 0758.90084
Koller, Daphne; Megiddo, Nimrod
28
1992
From statistical knowledge bases to degrees of belief. Zbl 1506.68146
Bacchus, Fahiem; Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne
28
1996
Learning probabilistic models of link structure. Zbl 1112.68441
Getoor, Lise; Friedman, Nir; Koller, Daphne; Taskar, Benjamin
27
2003
Finding the hidden path: Time bounds for all-pairs shortest paths. Zbl 0799.68148
Karger, David R.; Koller, Daphne; Phillips, Steven J.
26
1993
Random worlds and maximum entropy. Zbl 0900.68398
Grove, A. J.; Halpern, J. Y.; Koller, D.
20
1994
Learning factor graphs in polynomial time and sample complexity. Zbl 1222.68128
Abbeel, Pieter; Koller, Daphne; Ng, Andrew Y.
16
2006
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
Max-margin classification of data with absent features. Zbl 1225.68160
Chechik, Gal; Heitz, Geremy; Elidan, Gal; Abbeel, Pieter; Koller, Daphne
11
2008
Constructing small sample spaces satisfying given constraints. Zbl 0797.60018
Koller, Daphne; Megiddo, Nimrod
11
1994
Decomposing gene expression into cellular processes. Zbl 1219.92027
Segal, E.; Battle, A.; Koller, D.
9
2002
Asymptotic conditional probabilities: The unary case. Zbl 0848.03004
Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne
8
1996
A continuation method for Nash equilibria in structured games. Zbl 1165.91309
Blum, B.; Shelton, C. R.; Koller, D.
8
2006
Representation dependence in probabilistic inference. Zbl 1080.68686
Halpern, Joseph Y.; Koller, Daphne
8
2004
Constructing small sample spaces satisfying given constraints. Zbl 1310.68153
Koller, Daphne; Megiddo, Nimrod
7
1993
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
Sampling in factored dynamic systems. Zbl 1056.93582
Koller, Daphne; Lerner, Uri
5
2001
Finding mixed strategies with small supports in extensive form games. Zbl 0856.90143
Koller, Daphne; Megiddo, Nimrod
4
1996
Learning module networks. Zbl 1222.68301
Segal, Eran; Pe’er, Dana; Regev, Aviv; Koller, Daphne; Friedman, Nir
3
2005
First-order conditional logic for default reasoning revisited. Zbl 1365.68404
Friedman, Nir; Halpern, Joseph Y.; Koller, Daphne
3
2000
Fault-tolerant critical section management in asynchronous environments. Zbl 0738.68001
Bar-Noy, Amotz; Dolev, Danny; Koller, Daphne; Peleg, David
2
1991
Using feature hierarchies in Bayesian network learning. (Extended abstract). Zbl 0989.68570
desJardins, Marie; Getoor, Lise; Koller, Daphne
1
2000
Probabilistic graphical models. Zbl 1183.68483
Koller, Daphne; Friedman, Nir
485
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.
16
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
3
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
70
2003
Multi-agent influence diagrams for representing and solving games. Zbl 1054.91007
Koller, Daphne; Milch, Brian
41
2003
Efficient solution algorithms for factored MDPs. Zbl 1026.68125
Guestrin, C.; Koller, D.; Parr, R.; Venkataraman, S.
28
2003
Learning probabilistic models of link structure. Zbl 1112.68441
Getoor, Lise; Friedman, Nir; Koller, Daphne; Taskar, Benjamin
27
2003
Support vector machine active learning with applications to text classification. Zbl 1009.68131
Tong, Simon; Koller, Daphne
59
2002
Decomposing gene expression into cellular processes. Zbl 1219.92027
Segal, E.; Battle, A.; Koller, D.
9
2002
Sampling in factored dynamic systems. Zbl 1056.93582
Koller, Daphne; Lerner, Uri
5
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
29
1996
From statistical knowledge bases to degrees of belief. Zbl 1506.68146
Bacchus, Fahiem; Grove, Adam J.; Halpern, Joseph Y.; Koller, Daphne
28
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
11
1994
Finding the hidden path: Time bounds for all-pairs shortest paths. Zbl 0799.68148
Karger, David R.; Koller, Daphne; Phillips, Steven J.
26
1993
Constructing small sample spaces satisfying given constraints. Zbl 1310.68153
Koller, Daphne; Megiddo, Nimrod
7
1993
The complexity of two-person zero-sum games in extensive form. Zbl 0758.90084
Koller, Daphne; Megiddo, Nimrod
28
1992
Fault-tolerant critical section management in asynchronous environments. Zbl 0738.68001
Bar-Noy, Amotz; Dolev, Danny; Koller, Daphne; Peleg, David
2
1991
all cited Publications top 5 cited Publications
all top 5

Cited by 1,826 Authors

11 Corander, Jukka
11 Gagliardi Cozman, Fabio
11 Pensar, Johan
10 Bielza, Concha
10 De Raedt, Luc
10 Larrañaga, Pedro
10 Mauá, Denis Deratani
9 de Campos, Cassio Polpo
8 Antonucci, Alessandro
8 Koller, Daphne
7 Castelletti, Federico
7 Grzegorczyk, Marco A.
7 Nyman, Henrik
7 Rios Insua, David
7 Scutari, Marco
7 Zaffalon, Marco
6 Landes, Jürgen
6 Lukasiewicz, Thomas
6 Puerta, Jose Miguel
5 Butz, Cory J.
5 Consonni, Guido
5 Cussens, James
5 de Givry, Simon
5 Gámez, José Antonio
5 Husmeier, Dirk
5 Katsoulakis, Markos A.
5 Kern-Isberner, Gabriele
5 Kersting, Kristian
5 Klüppelberg, Claudia
5 Kuipers, Jack B.
5 Moffa, Giusi
5 Sandholm, Tuomas W.
5 Wooldridge, Michael J.
5 Yang, Youlong
4 Belle, Vaishak
4 Caballero, William N.
4 Cabañas, Rafael
4 Chertkov, Michael
4 Corani, Giorgio
4 de Campos, Luis Miguel
4 Ding, Wei
4 Gatti, Nicola
4 Getoor, Lise
4 Gonzales, Christophe
4 Leonelli, Manuele
4 Madsen, Anders L.
4 Moreira, Catarina
4 Oliveira, Jhonatan S.
4 Qiu, Ke
4 Rad, Soroush Rafiee
4 Ruggeri, Fabrizio
4 Smith, James Quartermaine
4 Van Den Broeck, Guy
4 van der Gaag, Linda C.
4 von Stengel, Bernhard
4 Wichert, Andreas
4 Wu, Yan
4 Wuillemin, Pierre-Henri
3 Abate, Alessandro
3 Allouche, David
3 Almudevar, Anthony
3 Baioletti, Marco
3 Bošanský, Branislav
3 Chen, Feng
3 Costa, Gianni
3 Czado, Claudia
3 dos Santos, André E.
3 du Preez, Johan A.
3 Everitt, Tom
3 Geng, Zhi
3 Gómez-Olmedo, Manuel
3 Hall, Eric Joseph
3 Harrenstein, Paul
3 Huber, David E.
3 Katsirelos, George
3 Koriche, Frédéric
3 Koski, Timo J. T.
3 Kushilevitz, Eyal
3 Lang, Jérôme
3 Langseth, Helge
3 Lucas, Peter J. F.
3 Mansour, Yishay
3 Marzouk, Youssef M.
3 Megiddo, Nimrod
3 Natarajan, Sriraam
3 Naveiro, Roi
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 Plewczynski, Dariusz
3 Potyka, Nico
3 Riguzzi, Fabrizio
3 Santana, Roberto
3 Schiex, Thomas
3 Sheppard, John W.
3 Soyer, Refik
...and 1,726 more Authors
all top 5

Cited in 217 Serials

106 International Journal of Approximate Reasoning
46 Artificial Intelligence
41 Machine Learning
18 Journal of Machine Learning Research (JMLR)
14 Statistics and Computing
13 The Annals of Statistics
13 Information Sciences
13 Games and Economic Behavior
12 Theoretical Computer Science
12 Pattern Recognition
11 Journal of Computational Physics
11 Computational Statistics and Data Analysis
11 Journal of Applied Logic
10 The Journal of Artificial Intelligence Research (JAIR)
9 Journal of the American Statistical Association
9 Neural Computation
9 Annals of Mathematics and Artificial Intelligence
9 The Annals of Applied Statistics
7 Neural Networks
7 European Journal of Operational Research
7 Journal of Statistical Mechanics: Theory and Experiment
6 The Canadian Journal of Statistics
6 International Journal of Computer Vision
6 Mathematical Problems in Engineering
6 Journal of Physics A: Mathematical and Theoretical
6 Electronic Journal of Statistics
5 Biometrics
5 Synthese
5 Theoretical Population Biology
5 Annals of Operations Research
5 Economic Theory
5 Data Mining and Knowledge Discovery
5 Journal of Applied Statistics
5 SIAM/ASA Journal on Uncertainty Quantification
4 Discrete Applied Mathematics
4 Scandinavian Journal of Statistics
4 International Statistical Review
4 Journal of Multivariate Analysis
4 Journal of Philosophical Logic
4 Annals of Pure and Applied Logic
4 New Generation Computing
4 Algorithmica
4 Computational Statistics
4 Communications in Statistics. Theory and Methods
4 Journal of Combinatorial Optimization
4 Statistical Analysis and Data Mining
4 Journal of Computational and Graphical Statistics
4 Games
3 Information Processing Letters
3 Psychometrika
3 Applied Mathematics and Computation
3 Automatica
3 Journal of Computer and System Sciences
3 Journal of Economic Theory
3 Naval Research Logistics
3 SIAM Journal on Computing
3 Studia Logica
3 Computers & Operations Research
3 Random Structures & Algorithms
3 Journal of Statistical Computation and Simulation
3 Mathematical Programming. Series A. Series B
3 Test
3 Bernoulli
3 Theory of Computing Systems
3 Soft Computing
3 Journal of the ACM
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 Wiley Interdisciplinary Reviews. WIREs Computational Statistics
3 Bayesian Analysis
2 Acta Informatica
2 Computer Methods in Applied Mechanics and Engineering
2 Physica A
2 Biometrical Journal
2 Journal of Mathematical Psychology
2 Journal of Statistical Planning and Inference
2 Journal of Classification
2 Physica D
2 Statistical Science
2 Information and Computation
2 SIAM Journal on Matrix Analysis and Applications
2 Linear Algebra and its Applications
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 Applied Stochastic Models in Business and Industry
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 Journal of Statistical Theory and Practice
2 SIAM Journal on Imaging Sciences
2 Foundations and Trends in Signal Processing
2 Mathematical Geosciences
...and 117 more Serials
all top 5

Cited in 35 Fields

514 Computer science (68-XX)
377 Statistics (62-XX)
112 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
85 Combinatorics (05-XX)
80 Operations research, mathematical programming (90-XX)
68 Probability theory and stochastic processes (60-XX)
54 Mathematical logic and foundations (03-XX)
39 Numerical analysis (65-XX)
39 Biology and other natural sciences (92-XX)
29 Information and communication theory, circuits (94-XX)
17 Quantum theory (81-XX)
14 Linear and multilinear algebra; matrix theory (15-XX)
14 Systems theory; control (93-XX)
13 Statistical mechanics, structure of matter (82-XX)
7 Partial differential equations (35-XX)
3 General and overarching topics; collections (00-XX)
3 Commutative algebra (13-XX)
3 Dynamical systems and ergodic theory (37-XX)
3 Convex and discrete geometry (52-XX)
3 Differential geometry (53-XX)
3 Mechanics of deformable solids (74-XX)
3 Geophysics (86-XX)
2 History and biography (01-XX)
2 Algebraic geometry (14-XX)
2 Harmonic analysis on Euclidean spaces (42-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 Associative rings and algebras (16-XX)
1 Difference and functional equations (39-XX)
1 Functional analysis (46-XX)
1 Calculus of variations and optimal control; optimization (49-XX)
1 Relativity and gravitational theory (83-XX)
1 Astronomy and astrophysics (85-XX)

Citations by Year