Brian Milch

Publication Activity (10 Years)

Years Active: 1999-2021
Publications (10 Years): 1

Top Topics

Relational Structures

Probabilistic Relational

Formal Representation

Datalog Programs

Top Venues

Publications

Alessandro Epasto, Andrés Muñoz Medina, Steven Avery, Yijian Bai, Róbert Busa-Fekete, C. J. Carey, Ya Gao, David Guthrie, Subham Ghosh, James Ioannidis, Junyi Jiao, Jakub Lacki, Jason Lee, Arne Mauser, Brian Milch, Vahab S. Mirrokni, Deepak Ravichandran, Wei Shi, Max Spero, Yunting Sun, Umar Syed, Sergei Vassilvitskii, Shuo Wang
Clustering for Private Interest-based Advertising. KDD (2021)
Brian Milch, Daphne Koller
Probabilistic Models for Agents' Beliefs and Decisions CoRR (2013)
Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa
SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation CoRR (2013)
Brian Milch, Stuart J. Russell
General-Purpose MCMC Inference over Relational Structures. CoRR (2012)
Ashwin Deshpande, Brian Milch, Luke S. Zettlemoyer, Leslie Pack Kaelbling
Learning Probabilistic Relational Dynamics for Multiple Tasks CoRR (2012)
Brian Milch, Luke S. Zettlemoyer, Kristian Kersting, Michael Haimes, Leslie Pack Kaelbling
Lifted Probabilistic Inference with Counting Formulas. AAAI (2008)
Luke S. Zettlemoyer, Brian Milch, Leslie Pack Kaelbling
Multi-Agent Filtering with Infinitely Nested Beliefs. NIPS (2008)
James A. Hendler, Philipp Cimiano, Dmitri A. Dolgov, Anat Levin, Peter Mika, Brian Milch, Louis-Philippe Morency, Boris Motik, Jennifer Neville, Erik B. Sudderth, Luis von Ahn
AI's 10 to Watch. IEEE Intell. Syst. 23 (3) (2008)
Brian Milch
Artificial General Intelligence through Large-Scale, Multimodal Bayesian Learning. AGI (2008)
Ashwin Deshpande, Brian Milch, Luke S. Zettlemoyer, Leslie Pack Kaelbling
Learning Probabilistic Relational Dynamics for Multiple Tasks. UAI (2007)
Ashwin Deshpande, Brian Milch, Luke S. Zettlemoyer, Leslie Pack Kaelbling
Learning Probabilistic Relational Dynamics for Multiple Tasks. Probabilistic, Logical and Relational Learning - A Further Synthesis (2007)
Brian Milch, Stuart J. Russell
First-Order Probabilistic Languages: Into the Unknown. ILP (2006)
Brian Milch, Stuart J. Russell
General-Purpose MCMC Inference over Relational Structures. UAI (2006)
Brian Milch, Bhaskara Marthi, Stuart J. Russell, David A. Sontag, Daniel L. Ong, Andrey Kolobov
BLOG: Probabilistic Models with Unknown Objects. Probabilistic, Logical and Relational Learning (2005)
Brian Milch, Bhaskara Marthi, Stuart J. Russell, David A. Sontag, Daniel L. Ong, Andrey Kolobov
BLOG: Probabilistic Models with Unknown Objects. IJCAI (2005)
Monika Rauch Henzinger, Bay-Wei Chang, Brian Milch, Sergey Brin
Query-Free News Search. World Wide Web 8 (2) (2005)
Brian Milch, Bhaskara Marthi, David A. Sontag, Stuart J. Russell, Daniel L. Ong, Andrey Kolobov
Approximate Inference for Infinite Contingent Bayesian Networks. AISTATS (2005)
Daphne Koller, Brian Milch
Multi-agent influence diagrams for representing and solving games. Games Econ. Behav. 45 (1) (2003)
Monika Rauch Henzinger, Bay-Wei Chang, Brian Milch, Sergey Brin
Query-free news search. WWW (2003)
Hanna Pasula, Bhaskara Marthi, Brian Milch, Stuart J. Russell, Ilya Shpitser
Identity Uncertainty and Citation Matching. NIPS (2002)
Alexander Franz, Brian Milch
Searching the Web by Voice. COLING (2002)
Daphne Koller, Brian Milch
Multi-Agent Influence Diagrams for Representing and Solving Games. IJCAI (2001)
Brian Milch, Daphne Koller
Probabilistic Models for Agent's Beliefs and Decisions. UAI (2000)
Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa
SPOOK: A system for probabilistic object-oriented knowledge representation. UAI (1999)