Avi Pfeffer

109 papers A* 21A 20B 3C 2Journal 32Unranked 30
YearRankTypeTitle / Venue / Authors
2025 J jnl
Coltrane: A domain-independent system for characterizing and planning in novel situations.
Artif. Intell.
Bryan Loyall, Avi Pfeffer, James Niehaus, Michael Harradon, Paola Rizzo, Alex Gee, Joseph Campolongo, Tyler Mayer, John Steigerwald
2021 J jnl
Simulation Intelligence: Towards a New Generation of Scientific Methods.
CoRR
Alexander Lavin, Hector Zenil, Brooks Paige, David Krakauer, Justin Gottschlich, Tim Mattson, Anima Anandkumar, Sanjay Choudry, Kamil Rocki, Atilim Günes Baydin, Carina Prunkl, Olexandr Isayev, Erik Peterson, Peter L. McMahon, Jakob H. Macke, Kyle Cranmer, Jiaxin Zhang, Haruko M. Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer
2021 J jnl
Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations.
CoRR
Avi Pfeffer, Michael Harradon, Joseph Campolongo, Sanja Cvijic
2019 C conf
Machine Learning-Enabled Adaptation of Information Fusion Software Systems.
FUSION
Gerald Fry, T. Samawi, Kenny Lu, Avi Pfeffer, Curt Wu, Steve Marotta, Michael Reposa, Stephen Chong
2019 J jnl
Software Adaptation for an Unmanned Undersea Vehicle.
IEEE Softw.
Avi Pfeffer, Curt Wu, Gerald Fry, Kenny Lu, Steve Marotta, Michael Reposa, Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock, David Parker, Irfan Muhammad, Chris Novakovic
2018 A conf
Structured Factored Inference for Probabilistic Programming.
AISTATS
Avi Pfeffer, Brian E. Ruttenberg, William Kretschmer, Alison O'Connor
2017 J jnl
Artificial Intelligence Based Malware Analysis.
CoRR
Avi Pfeffer, Brian E. Ruttenberg, Lee Kellogg, Michael Howard, Catherine Call, Alison O'Connor, Glenn Takata, Scott Neal Reilly, Terry Patten, Jason Taylor, Robert Hall, Arun Lakhotia, Craig Miles, Daniel Scofield, Jared Frank
2017 J jnl
Decision-making and opinion formation in simple networks.
Knowl. Inf. Syst.
Matan Leibovich, Inon Zuckerman, Avi Pfeffer, Ya'akov Gal
2017 J jnl
Learning Probabilistic Programs Using Backpropagation.
CoRR
Avi Pfeffer
2017 — conf
Predicting signatures of future malware variants.
MALWARE
Michael Howard, Avi Pfeffer, Mukesh Dalai, Michael Reposa
2016 J jnl
Probabilistic Programming for Malware Analysis.
CoRR
Brian E. Ruttenberg, Lee Kellogg, Avi Pfeffer
2016 J jnl
Structured Factored Inference: A Framework for Automated Reasoning in Probabilistic Programming Languages.
CoRR
Avi Pfeffer, Brian E. Ruttenberg, William Kretschmer
2015 J jnl
Lazy Factored Inference for Functional Probabilistic Programming.
CoRR
Avi Pfeffer, Brian E. Ruttenberg, Amy Sliva, Michael Howard, Glenn Takata
2015 C conf
Reasoning on resident space object hierarchies using probabilistic programming.
FUSION
Brian E. Ruttenberg, Matthew P. Wilkins, Avi Pfeffer
2014 J jnl
Decision-Making with Complex Data Structures using Probabilistic Programming.
CoRR
Brian E. Ruttenberg, Avi Pfeffer
2014 — conf
Hierarchical Reasoning with Probabilistic Programming.
StarAI@AAAI
Brian E. Ruttenberg, Matthew P. Wilkins, Avi Pfeffer
2014 — conf
Hierarchical management of large-scale malware data.
IEEE BigData
Lee Kellogg, Brian E. Ruttenberg, Alison O'Connor, Michael Howard, Avi Pfeffer
2014 B conf
Identifying Shared Software Components to Support Malware Forensics.
DIMVA
Brian E. Ruttenberg, Craig Miles, Lee Kellogg, Vivek Notani, Michael Howard, Charles LeDoux, Arun Lakhotia, Avi Pfeffer
2014 J jnl
Networks of Influence Diagrams: A Formalism for Representing Agents' Beliefs and Decision-Making Processes.
CoRR
Ya'akov Gal, Avi Pfeffer
2013 — conf
Countering malware evolution using cloud-based learning.
MALWARE
Jacob Ouellette, Avi Pfeffer, Arun Lakhotia
2013 J jnl
Factored Particles for Scalable Monitoring
CoRR
Brenda Ng, Leonid Peshkin, Avi Pfeffer
2013 — conf
FuncTracker: Discovering Shared Code to Aid Malware Forensics.
LEET
Charles LeDoux, Arun Lakhotia, Craig Miles, Vivek Notani, Avi Pfeffer
2013 J jnl
Object-Oriented Bayesian Networks
CoRR
Daphne Koller, Avi Pfeffer
2013 J jnl
SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation
CoRR
Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa
2013 J jnl
Sufficiency, Separability and Temporal Probabilistic Models
CoRR
Avi Pfeffer
2013 — conf
Towards Evaluating Computational Models of Intuitive Decision Making with fMRI Data.
HCI (24)
James Niehaus, Victoria Romero, Avi Pfeffer
2012 J jnl
Approximate Separability for Weak Interaction in Dynamic Systems.
CoRR
Avi Pfeffer
2012 J jnl
Asynchronous Dynamic Bayesian Networks
CoRR
Avi Pfeffer, Terry Tai
2012 — conf
Creating and Manipulating Probabilistic Programs with Figaro.
StarAI@UAI
Avi Pfeffer
2012 — conf
First-Order Models for POMDPs.
StarAI@UAI
Siddharth Srivastava, Stuart Russell, Avi Pfeffer
2012 J jnl
Identifying reasoning patterns in games
CoRR
Dimitrios Antos, Avi Pfeffer
2012 J jnl
Learning Game Representations from Data Using Rationality Constraints
CoRR
Xi Alice Gao, Avi Pfeffer
2012 J jnl
Learning and Solving Many-Player Games through a Cluster-Based Representation
CoRR
Sevan G. Ficici, David C. Parkes, Avi Pfeffer
2012 J jnl
Loopy Belief Propagation as a Basis for Communication in Sensor Networks
CoRR
Christopher Crick, Avi Pfeffer
2012 — conf
Malware Analysis and attribution using Genetic Information.
MALWARE
Avi Pfeffer, Catherine Call, John Chamberlain, Lee Kellogg, Jacob Ouellette, Terry Patten, Greg Zacharias, Arun Lakhotia, Suresh Golconda, John Bay, Robert Hall, Daniel Scofield
2012 J jnl
Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence (2011)
CoRR
Fábio Gagliardi Cozman, Avi Pfeffer
2012 J jnl
Temporal Action-Graph Games: A New Representation for Dynamic Games
CoRR
Albert Xin Jiang, Kevin Leyton-Brown, Avi Pfeffer
2011 A conf
Reasoning patterns in Bayesian games.
AAMAS
Dimitrios Antos, Avi Pfeffer
2011 A ed.
UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011
UAI
Fábio Gagliardi Cozman, Avi Pfeffer
2011 A* conf
Using Emotions to Enhance Decision-Making.
IJCAI
Dimitrios Antos, Avi Pfeffer
2010 J jnl
Agent decision-making in open mixed networks.
Artif. Intell.
Ya'akov Gal, Barbara J. Grosz, Sarit Kraus, Avi Pfeffer, Stuart M. Shieber
2010 A conf
Decision making with dynamically arriving information.
AAMAS
Meir Kalech, Avi Pfeffer
2010 A conf
Learning Game Representations from Data Using Rationality Constraints.
UAI
Xi Alice Gao, Avi Pfeffer
2010 B conf
Practical Probabilistic Programming.
ILP
Avi Pfeffer
2010 A conf
Representing Bayesian games without a common prior.
AAMAS
Dimitrios Antos, Avi Pfeffer
2010 J jnl
Specifying and monitoring economic environments using rights and obligations.
Auton. Agents Multi Agent Syst.
Loizos Michael, David C. Parkes, Avi Pfeffer
2009 — conf
A Model of Tacit Knowledge and Action.
CSE (4)
Ya'akov Gal, Rajesh Kasturirangan, Avi Pfeffer, Whitman Richards
2009 A* conf
CTPPL: A Continuous Time Probabilistic Programming Language.
IJCAI
Avi Pfeffer
2009 J jnl
Factored reasoning for monitoring dynamic team and goal formation.
Inf. Fusion
Avi Pfeffer, Subrata Das, David Lawless, Brenda Ng
2009 — conf
Learning whom to trust: using graphical models for learning about information providers.
AAMAS (2)
Philip Hendrix, Ya'akov Gal, Avi Pfeffer
2009 A conf
Temporal Action-Graph Games: A New Representation for Dynamic Games.
UAI
Albert Xin Jiang, Kevin Leyton-Brown, Avi Pfeffer
2009 — conf
Using Hierarchical Bayesian Models to Learn about Reputation.
CSE (4)
Philip Hendrix, Ya'akov Gal, Avi Pfeffer
2009 A* conf
Using Reasoning Patterns to Help Humans Solve Complex Games.
IJCAI
Dimitrios Antos, Avi Pfeffer
2008 — conf
Colored trails: a multiagent system testbed for decision-making research.
AAMAS (Demos)
Sevan G. Ficici, Avi Pfeffer, Ya'akov Gal, Barbara J. Grosz, Stuart M. Shieber
2008 — conf
How Tacit Knowledge Guides Action.
AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence
Ya'akov Gal, Rajesh Kasturirangan, Avi Pfeffer, Whitman Richards
2008 A conf
Identifying reasoning patterns in games.
UAI
Dimitrios Antos, Avi Pfeffer
2008 A conf
Learning and Solving Many-Player Games through a Cluster-Based Representation.
UAI
Sevan G. Ficici, David C. Parkes, Avi Pfeffer
2008 — conf
Modeling how humans reason about others with partial information.
AAMAS (1)
Sevan G. Ficici, Avi Pfeffer
2008 J jnl
Networks of Influence Diagrams: A Formalism for Representing Agents' Beliefs and Decision-Making Processes.
J. Artif. Intell. Res.
Ya'akov Gal, Avi Pfeffer
2008 — conf
Simultaneously modeling humans' preferences and their beliefs about others' preferences.
AAMAS (1)
Sevan G. Ficici, Avi Pfeffer
2008 A* conf
Using Reasoning Patterns to Simplify Games.
AAAI
Dimitrios Antos, Avi Pfeffer
2007 J jnl
An Intelligent Personal Assistant for Task and Time Management.
AI Mag.
Karen L. Myers, Pauline Berry, Jim Blythe, Ken Conley, Melinda T. Gervasio, Deborah L. McGuinness, David N. Morley, Avi Pfeffer, Martha E. Pollack, Milind Tambe
2007 — conf
Automatic genome-wide reconstruction of phylogenetic gene trees.
ISMB/ECCB (Supplement of Bioinformatics)
Ilan Wapinski, Avi Pfeffer, Nir Friedman, Aviv Regev
2007 — conf
Discovering Weakly-Interacting Factors in a Complex Stochastic Process.
NIPS
Charlie Frogner, Avi Pfeffer
2007 A* conf
Global/Local Dynamic Models.
IJCAI
Avi Pfeffer, Subrata Das, David Lawless, Brenda Ng
2007 A* conf
Modeling Reciprocal Behavior in Human Bilateral Negotiation.
AAAI
Ya'akov Gal, Avi Pfeffer
2007 A* conf
On the Reasoning Patterns of Agents in Games.
AAAI
Avi Pfeffer, Ya'akov Gal
2007 A* conf
Sampling with Memoization.
AAAI
Avi Pfeffer
2007 — conf
The Influence of Task Contexts on the Decision-Making of Humans and Computers.
CONTEXT
Ya'akov Gal, Barbara J. Grosz, Avi Pfeffer, Stuart M. Shieber, Alex Allain
2007 A* conf
User Model and Utility Based Power Management.
AAAI
Chih-Han Yu, Shie Mannor, Georgios Theocharous, Avi Pfeffer
2006 B conf
A Junction Tree Propagation Algorithm for Bayesian Networks with Second-Order Uncertainties.
ICTAI
Maurizio Borsotto, Weihong Zhang, Emir Kapanci, Avi Pfeffer, Christopher Crick
2006 A conf
Approximate Separability for Weak Interaction in Dynamic Systems.
UAI
Avi Pfeffer
2006 A conf
Predicting people's bidding behavior in negotiation.
AAMAS
Ya'akov Gal, Avi Pfeffer
2005 A conf
Asynchronous Dynamic Bayesian Networks.
UAI
Avi Pfeffer, Terry Tai
2005 A* conf
Continuous Time Particle Filtering.
IJCAI
Brenda Ng, Avi Pfeffer, Richard Dearden
2005 A* conf
Functional Specification of Probabilistic Process Models.
AAAI
Avi Pfeffer
2005 A* conf
Signal-to-Score Music Transcription using Graphical Models.
IJCAI
Emir Kapanci, Avi Pfeffer
2004 — conf
A Hierarchical Approach to Onset Detection.
ICMC
Emir Kapanci, Avi Pfeffer
2004 A* conf
Learning Social Preferences in Games.
AAAI
Ya'akov Gal, Avi Pfeffer, Francesca Marzo, Barbara J. Grosz
2004 A conf
Reasoning about Rationality and Beliefs.
AAMAS
Ya'akov Gal, Avi Pfeffer
2004 A* conf
Repeated Observation Models.
AAAI
Avi Pfeffer
2004 — conf
Specifying and Monitoring Market Mechanisms Using Rights and Obligations.
AMEC
Loizos Michael, David C. Parkes, Avi Pfeffer
2004 A* conf
Using probabilistic reasoning to automate software tuning.
SIGMETRICS
David G. Sullivan, Margo I. Seltzer, Avi Pfeffer
2003 A conf
A language for modeling agents' decision making processes in games.
AAMAS
Ya'akov Gal, Avi Pfeffer
2003 J jnl
Bayesian Information Extraction Network
CoRR
Leonid Peshkin, Avi Pfeffer
2003 A* conf
Bayesian Information Extraction Network.
IJCAI
Leonid Peshkin, Avi Pfeffer
2003 — conf
Bayesian Nets for Syntactic Categorization of Novel Words.
HLT-NAACL
Leonid Peshkin, Avi Pfeffer, Virginia Savova
2003 — conf
Learning Style-Specific Rhythmic Structures.
ICMC
Emir Kapanci, Avi Pfeffer
2003 A conf
Loopy Belief Propagation as a Basis for Communication in Sensor Networks.
UAI
Christopher Crick, Avi Pfeffer
2002 A conf
Factored Particles for Scalable Monitoring.
UAI
Brenda Ng, Leonid Peshkin, Avi Pfeffer
2002 A conf
Learning and decision: making for intention reconciliation.
AAMAS
Sanmay Das, Barbara J. Grosz, Avi Pfeffer
2002 A* conf
Stochastic lambda calculus and monads of probability distributions.
POPL
Norman Ramsey, Avi Pfeffer
2001 A* conf
IBAL: A Probabilistic Rational Programming Language.
IJCAI
Avi Pfeffer
2001 A conf
Sufficiency, Separability and Temporal Probabilistic Models.
UAI
Avi Pfeffer
2000 — conf
Semantics and Inference for Recursive Probability Models.
AAAI/IAAI
Avi Pfeffer, Daphne Koller
1999 A* conf
Learning Probabilistic Relational Models.
IJCAI
Nir Friedman, Lise Getoor, Daphne Koller, Avi Pfeffer
1999 — —
Probabilistic reasoning for complex systems.
Avi Pfeffer
1999 A conf
SPOOK: A system for probabilistic object-oriented knowledge representation.
UAI
Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa
1998 — conf
Probabilistic Frame-Based Systems.
AAAI/IAAI
Daphne Koller, Avi Pfeffer
1998 — conf
Structured Representation of Complex Stochastic Systems.
AAAI/IAAI
Nir Friedman, Daphne Koller, Avi Pfeffer
1997 — conf
Effective Bayesian Inference for Stochastic Programs.
AAAI/IAAI
Daphne Koller, David A. McAllester, Avi Pfeffer
1997 — conf
Learning Probabilities for Noisy First-Order Rules.
IJCAI
Daphne Koller, Avi Pfeffer
1997 A conf
Object-Oriented Bayesian Networks.
UAI
Daphne Koller, Avi Pfeffer
1997 — conf
P-CLASSIC: A Tractable Probablistic Description Logic.
AAAI/IAAI
Daphne Koller, Alon Y. Levy, Avi Pfeffer
1997 J jnl
Representations and Solutions for Game-Theoretic Problems.
Artif. Intell.
Daphne Koller, Avi Pfeffer
1996 J jnl
Mariposa: A Wide-Area Distributed Database System
VLDB J.
Michael Stonebraker, Paul M. Aoki, Witold Litwin, Avi Pfeffer, Adam Sah, Jeff Sidell, Carl Staelin, Andrew Yu
1995 A* conf
Generalized Search Trees for Database Systems.
VLDB
Joseph M. Hellerstein, Jeffrey F. Naughton, Avi Pfeffer
1995 A* conf
Generating and Solving Imperfect Information Games.
IJCAI
Daphne Koller, Avi Pfeffer
1994 — conf
An Economic Paradigm for Query Processing and Data Migration in Mariposa.
PDIS
Michael Stonebraker, Robert Devine, Marcel Kornacker, Witold Litwin, Avi Pfeffer, Adam Sah, Carl Staelin