Daphne Koller

Computer Science Department Stanford University , CA

16 papers in the IJCAI proceedings

IJCAI 2011

Discovering Deformable Motifs in Continuous Time Series Data

with Suchi Saria, Andrew Duchi

doi:10.5591/978-1-57735-516-8/IJCAI11-247

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IJCAI 2003

A Continuation Method for Nash Equilibria in Structured Games

with Ben Blum, Christian R. Shelton

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FastSLAM 2.0: An Improved Particle Filtering Algorithm for Simultaneous Localization and Mapping that Provably Converges

with Michael Montemerlo, Sebastian Thrun, Ben Wegbreit

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Generalizing Plans to New Environments in Relational MDPs

with Carlos Guestrin, Chris Gearhart, Neal Kanodia

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IJCAI 2001

Active Learning for Structure in Bayesian Networks

with Simon Tong

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Max-norm Projections for Factored MDPs

with Carlos Guestrin, Ronald Parr

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Multi-Agent Influence Diagrams for Representing and Solving Games

with Brian Milch

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Probabilistic Classification and Clustering in Relational Data

with Benjamin Taskar, Eran Segal

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IJCAI 1999

Computing Factored Value Functions for Policies in Structured MDPs

with Ronald Parr

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Efficient Reinforcement Learning in Factored MDPs

with Michael J. Kearns

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Learning Probabilistic Relational Models

with Nir Friedman, Lise Getoor, Avi Pfeffer

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IJCAI 1997

Learning Probabilities for Noisy First-Order Rules

with Avi Pfeffer

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IJCAI 1995

Generating and Solving Imperfect Information Games

with Avi Pfeffer

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Local Learning in Probabilistic Networks with Hidden Variables

with Stuart J. Russell, John Binder, Keiji Kanazawa

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Representation Dependence in Probabilistic Inference

with Joseph Y. Halpern

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IJCAI 1993

Statistical Foundations for Default Reasoning

with Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern

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