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Stuart J. Russell

Papers on DiSC'02


Experimental comparisons of online and batch versions of bagging and boosting

Publications


Note: Links lead to the DBLP on the Web.

Stuart J. Russell

50 Hanna Pasula , Stuart J. Russell: Approximate inference for first-order probabilistic languages. IJCAI 2001 : 741-748

49 Nikunj C. Oza , Stuart J. Russell: Experimental comparisons of online and batch versions of bagging and boosting. KDD 2001 : 359-364

48 David Andre , Stuart J. Russell: Programmable Reinforcement Learning Agents. NIPS 2000 : 1019-1025

47 Stuart J. Russell: Expressive Probability Models in Science. Discovery Science 1999 : 13-16

46 Hanna Pasula , Stuart J. Russell, Michael Ostland , Yaacov Ritov : Tracking Many Objects with Many Sensors. IJCAI 1999 : 1160-1171

45 Vassilis A. Papavassiliou , Stuart J. Russell: Convergence of Reinforcement Learning with General Function Approximators. IJCAI 1999 : 748-757

44 Geoffrey Zweig , Stuart J. Russell: Speech Recognition with Dynamic Bayesian Networks. AAAI/IAAI 1998 : 173-180

43 Richard Dearden , Nir Friedman , Stuart J. Russell: Bayesian Q-Learning. AAAI/IAAI 1998 : 761-768

42 Stuart J. Russell: Learning Agents for Uncertain Environments (Extended Abstract). COLT 1998 : 101-103

41 Timothy Huang , Stuart J. Russell: Object Identification: A Bayesian Analysis with Application to Traffic Surveillance. Artificial Intelligence 103 (1-2): 77-93 (1998)

40 Prasad Tadepalli , Stuart J. Russell: Learning from Examples and Membership Queries with Structured Determinations. Machine Learning 32 (3): 245-295 (1998)

39 Stuart J. Russell: Uncertain Learning Agents (Abstract). ECML 1997 : 3

38 Timothy Huang , Stuart J. Russell: Object Identification in a Bayesian Context. IJCAI 1997 : 1276-1283

37 John Binder , Kevin Murphy , Stuart J. Russell: Space-Efficient Inference in Dynamic Probabilistic Networks. IJCAI 1997 : 1292-1296

36 Nir Friedman , Moisés Goldszmidt , David Heckerman , Stuart J. Russell: Challenge: What is the Impact of Bayesian Networks on Learning? IJCAI (1) 1997 : 10-15

35 Stuart J. Russell: Rationality and Intelligence. Artificial Intelligence 94 (1-2): 57-77 (1997)

34 Stuart J. Russell, Lewis Stiller , Othar Hansson : PNPACK: Computing with Probabilities in Java. Concurrency - Practice and Experience 9 (11): 1333-1339 (1997)

33 John Binder , Daphne Koller , Stuart J. Russell, Keiji Kanazawa : Adaptive Probabilistic Networks with Hidden Variables. Machine Learning 29 (2-3): 213-244 (1997)

32 Stuart J. Russell: Tools for Autonomous Agents (Abstract). KI 1996 : 331

31 Shlomo Zilberstein , Stuart J. Russell: Optimal Composition of Real-Time Systems. Artificial Intelligence 82 (1-2): 181-213 (1996)

30 Nils J. Nilsson , Stuart J. Russell, Peter Norvig : Artificial Intelligence: A Modern Approach. Artificial Intelligence 82 (1-2): 369-380 (1996)

29 Ronald Parr , Stuart J. Russell: Approximating Optimal Policies for Partially Observable Stochastic Domains. IJCAI 1995 : 1088-1095

28 Stuart J. Russell, John Binder , Daphne Koller , Keiji Kanazawa : Local Learning in Probabilistic Networks with Hidden Variables. IJCAI 1995 : 1146-1152

27 Jeff Forbes , Timothy Huang , Keiji Kanazawa , Stuart J. Russell: The BATmobile: Towards a Bayesian Automated Taxi. IJCAI 1995 : 1878-1885

26 Stuart J. Russell: Rationality and Intelligence. IJCAI (1) 1995 : 950-960

25 Stuart J. Russell, Devika Subramanian : Provably Bounded-Optimal Agents. JAIR 2 : 575-609 (1995)

24 Stuart J. Russell, Peter Norvig : A Modern, Agent-Oriented Approach to Introductory Artificial Intelligence. SIGART Bulletin 6 (2): 24-26 (1995)

23 Jonathan Tash , Stuart J. Russell: Control Strategies for a Stochastic Planner. AAAI 1994 : 1079-1085

22 Timothy Huang , Daphne Koller , Jitendra Malik , Gary H. Ogasawara , B. Rao , Stuart J. Russell, J. Weber : Automatic Symbolic Traffic Scene Analysis Using Belief Networks. AAAI 1994 : 966-972

21 Saso Dzeroski , Stephen Muggleton , Stuart J. Russell: Learnability of Constrained Logic Programs. ECML 1993 : 342-347

20 Ron Musick , Jason Catlett , Stuart J. Russell: Decision Theoretic Subsampling for Induction on Large Databases. ICML 1993 : 212-219

19 Gary H. Ogasawara , Stuart J. Russell: Planning Using Multiple Execution Architectures. IJCAI 1993 : 1394-1401

18 Shlomo Zilberstein , Stuart J. Russell: Anytime Sensing Planning and Action: A Practical Model for Robot Control. IJCAI 1993 : 1402-1407

17 Stuart J. Russell, Devika Subramanian , Ronald Parr : Provably Bounded Optimal Agents. IJCAI 1993 : 338-345

16 Ron Musick , Stuart J. Russell: How Long Will It Take? AAAI 1992 : 466-471

15 Saso Dzeroski , Stephen Muggleton , Stuart J. Russell: PAC-Learnability of Determinate Logic Programs. COLT 1992 : 128-135

14 Stuart J. Russell: Efficient Memory-Bounded Search Methods. ECAI 1992 : 1-5

13 Stuart J. Russell, Shlomo Zilberstein : Composing Real-Time Systems. IJCAI 1991 : 212-217

12 Stuart J. Russell, Eric Wefald : Principles of Metareasoning. Artificial Intelligence 49 (1-3): 361-395 (1991)

11 Stuart J. Russell: An Architecture for Bounded Rationality. SIGART Bulletin 2 (4): 146-150 (1991)

10 Stuart J. Russell: Execution Architectures and Compilation. IJCAI 1989 : 15-22

9 Stuart J. Russell, Eric Wefald : On Optimal Game-Tree Search using Rational Meta-Reasoning. IJCAI 1989 : 334-340

8 Stuart J. Russell, Eric Wefald : Principles of Metareasoning. KR 1989 : 400-411

7 Michael S. Braverman , Stuart J. Russell: IMEX: Overcoming Intactability In Explanation Based Learning. AAAI 1988 : 575-579

6 Stuart J. Russell: Tree-Structured Bias. AAAI 1988 : 641-645

5 Michael S. Braverman , Stuart J. Russell: Boundaries of Operationality. ML 1988 : 221-234

4 Stuart J. Russell, Benjamin N. Grosof : A Declarative Approach to Bias in Concept Learning. AAAI 1987 : 505-510

3 Todd R. Davies , Stuart J. Russell: A Logical Approach to Reasoning by Analogy. IJCAI 1987 : 264-270

2 Stuart J. Russell: Quantitative Analysis of Analogy. AAAI 1986 : 284-288

1 Stuart J. Russell: Preliminary Steps Toward the Automation of Induction. AAAI 1986 : 477-484




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