Avi Pfeffer

ORCID

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 11

Top Venues

Publications

Avi Pfeffer, Michael Harradon, Joseph Campolongo, Sanja Cvijic
Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations. CoRR (2021)
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 Macke, Kyle Cranmer, Jiaxin Zhang, Haruko M. Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer
Simulation Intelligence: Towards a New Generation of Scientific Methods. CoRR (2021)
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
Software Adaptation for an Unmanned Undersea Vehicle. IEEE Softw. 36 (2) (2019)
Gerald Fry, Tameem Samawi, Kenny Lu, Avi Pfeffer, Curt Wu, Steve Marotta, Michael Reposa, Stephen Chong
Machine Learning-Enabled Adaptation of Information Fusion Software Systems. FUSION (2019)
Avi Pfeffer, Brian E. Ruttenberg, William Kretschmer, Alison O'Connor
Structured Factored Inference for Probabilistic Programming. AISTATS (2018)
Avi Pfeffer
Learning Probabilistic Programs Using Backpropagation. CoRR (2017)
Michael Howard, Avi Pfeffer, Mukesh Dalai, Michael Reposa
Predicting signatures of future malware variants. MALWARE (2017)
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
Artificial Intelligence Based Malware Analysis. CoRR (2017)
Matan Leibovich, Inon Zuckerman, Avi Pfeffer, Ya'akov Gal
Decision-making and opinion formation in simple networks. Knowl. Inf. Syst. 51 (2) (2017)
Brian E. Ruttenberg, Lee Kellogg, Avi Pfeffer
Probabilistic Programming for Malware Analysis. CoRR (2016)
Avi Pfeffer, Brian E. Ruttenberg, William Kretschmer
Structured Factored Inference: A Framework for Automated Reasoning in Probabilistic Programming Languages. CoRR (2016)
Avi Pfeffer, Brian E. Ruttenberg, Amy Sliva, Michael Howard, Glenn Takata
Lazy Factored Inference for Functional Probabilistic Programming. CoRR (2015)
Brian E. Ruttenberg, Matthew P. Wilkins, Avi Pfeffer
Reasoning on resident space object hierarchies using probabilistic programming. FUSION (2015)
Brian E. Ruttenberg, Matthew P. Wilkins, Avi Pfeffer
Hierarchical Reasoning with Probabilistic Programming. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Brian E. Ruttenberg, Avi Pfeffer
Decision-Making with Complex Data Structures using Probabilistic Programming. CoRR (2014)
Lee Kellogg, Brian E. Ruttenberg, Alison O'Connor, Michael Howard, Avi Pfeffer
Hierarchical management of large-scale malware data. IEEE BigData (2014)
Ya'akov Gal, Avi Pfeffer
Networks of Influence Diagrams: A Formalism for Representing Agents' Beliefs and Decision-Making Processes. CoRR (2014)
Brian E. Ruttenberg, Craig Miles, Lee Kellogg, Vivek Notani, Michael Howard, Charles LeDoux, Arun Lakhotia, Avi Pfeffer
Identifying Shared Software Components to Support Malware Forensics. DIMVA (2014)
James Niehaus, Victoria Romero, Avi Pfeffer
Towards Evaluating Computational Models of Intuitive Decision Making with fMRI Data. HCI (24) (2013)
Charles LeDoux, Arun Lakhotia, Craig Miles, Vivek Notani, Avi Pfeffer
FuncTracker: Discovering Shared Code to Aid Malware Forensics. LEET (2013)
Jacob Ouellette, Avi Pfeffer, Arun Lakhotia
Countering malware evolution using cloud-based learning. MALWARE (2013)
Avi Pfeffer
Sufficiency, Separability and Temporal Probabilistic Models CoRR (2013)
Brenda Ng, Leonid Peshkin, Avi Pfeffer
Factored Particles for Scalable Monitoring CoRR (2013)
Daphne Koller, Avi Pfeffer
Object-Oriented Bayesian Networks CoRR (2013)
Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa
SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation CoRR (2013)
Xi Alice Gao, Avi Pfeffer
Learning Game Representations from Data Using Rationality Constraints CoRR (2012)
Christopher Crick, Avi Pfeffer
Loopy Belief Propagation as a Basis for Communication in Sensor Networks CoRR (2012)
Avi Pfeffer, Catherine Call, John Chamberlain, Lee Kellogg, Jacob Ouellette, Terry Patten, Greg Zacharias, Arun Lakhotia, Suresh Golconda, John Bay, Robert Hall, Daniel Scofield
Malware Analysis and attribution using Genetic Information. MALWARE (2012)
Sevan G. Ficici, David C. Parkes, Avi Pfeffer
Learning and Solving Many-Player Games through a Cluster-Based Representation CoRR (2012)
Avi Pfeffer
Creating and Manipulating Probabilistic Programs with Figaro. StarAI@UAI (2012)
Avi Pfeffer, Terry Tai
Asynchronous Dynamic Bayesian Networks CoRR (2012)
Fábio Gagliardi Cozman, Avi Pfeffer
Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence (2011) CoRR (2012)
Albert Xin Jiang, Kevin Leyton-Brown, Avi Pfeffer
Temporal Action-Graph Games: A New Representation for Dynamic Games CoRR (2012)
Siddharth Srivastava, Stuart Russell, Avi Pfeffer
First-Order Models for POMDPs. StarAI@UAI (2012)
Avi Pfeffer
Approximate Separability for Weak Interaction in Dynamic Systems. CoRR (2012)
Dimitrios Antos, Avi Pfeffer
Identifying reasoning patterns in games CoRR (2012)
Dimitrios Antos, Avi Pfeffer
Reasoning patterns in Bayesian games. AAMAS (2011)
Dimitrios Antos, Avi Pfeffer
Using Emotions to Enhance Decision-Making. IJCAI (2011)
Loizos Michael, David C. Parkes, Avi Pfeffer
Specifying and monitoring economic environments using rights and obligations. Auton. Agents Multi Agent Syst. 20 (2) (2010)
Dimitrios Antos, Avi Pfeffer
Representing Bayesian games without a common prior. AAMAS (2010)
Meir Kalech, Avi Pfeffer
Decision making with dynamically arriving information. AAMAS (2010)
Avi Pfeffer
Practical Probabilistic Programming. ILP (2010)
Xi Alice Gao, Avi Pfeffer
Learning Game Representations from Data Using Rationality Constraints. UAI (2010)
Ya'akov Gal, Barbara J. Grosz, Sarit Kraus, Avi Pfeffer, Stuart M. Shieber
Agent decision-making in open mixed networks. Artif. Intell. 174 (18) (2010)
Albert Xin Jiang, Kevin Leyton-Brown, Avi Pfeffer
Temporal Action-Graph Games: A New Representation for Dynamic Games. UAI (2009)
Philip Hendrix, Ya'akov Gal, Avi Pfeffer
Learning whom to trust: using graphical models for learning about information providers. AAMAS (2) (2009)
Dimitrios Antos, Avi Pfeffer
Using Reasoning Patterns to Help Humans Solve Complex Games. IJCAI (2009)
Philip Hendrix, Ya'akov Gal, Avi Pfeffer
Using Hierarchical Bayesian Models to Learn about Reputation. CSE (4) (2009)
Avi Pfeffer, Subrata Das, David Lawless, Brenda Ng
Factored reasoning for monitoring dynamic team and goal formation. Inf. Fusion 10 (1) (2009)
Ya'akov Gal, Rajesh Kasturirangan, Avi Pfeffer, Whitman Richards
A Model of Tacit Knowledge and Action. CSE (4) (2009)
Avi Pfeffer
CTPPL: A Continuous Time Probabilistic Programming Language. IJCAI (2009)
Dimitrios Antos, Avi Pfeffer
Identifying reasoning patterns in games. UAI (2008)
Sevan G. Ficici, Avi Pfeffer
Simultaneously modeling humans' preferences and their beliefs about others' preferences. AAMAS (1) (2008)
Sevan G. Ficici, David C. Parkes, Avi Pfeffer
Learning and Solving Many-Player Games through a Cluster-Based Representation. UAI (2008)
Sevan G. Ficici, Avi Pfeffer
Modeling how humans reason about others with partial information. AAMAS (1) (2008)
Ya'akov Gal, Rajesh Kasturirangan, Avi Pfeffer, Whitman Richards
How Tacit Knowledge Guides Action. AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence (2008)
Dimitrios Antos, Avi Pfeffer
Using Reasoning Patterns to Simplify Games. AAAI (2008)
Ya'akov Gal, Avi Pfeffer
Networks of Influence Diagrams: A Formalism for Representing Agents' Beliefs and Decision-Making Processes. J. Artif. Intell. Res. 33 (2008)
Sevan G. Ficici, Avi Pfeffer, Ya'akov Gal, Barbara J. Grosz, Stuart M. Shieber
Colored trails: a multiagent system testbed for decision-making research. AAMAS (Demos) (2008)
Chih-Han Yu, Shie Mannor, Georgios Theocharous, Avi Pfeffer
User Model and Utility Based Power Management. AAAI (2007)
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
An Intelligent Personal Assistant for Task and Time Management. AI Mag. 28 (2) (2007)
Ya'akov Gal, Avi Pfeffer
Modeling Reciprocal Behavior in Human Bilateral Negotiation. AAAI (2007)
Avi Pfeffer, Ya'akov Gal
On the Reasoning Patterns of Agents in Games. AAAI (2007)
Avi Pfeffer
Sampling with Memoization. AAAI (2007)
Charlie Frogner, Avi Pfeffer
Discovering Weakly-Interacting Factors in a Complex Stochastic Process. NIPS (2007)
Ya'akov Gal, Barbara J. Grosz, Avi Pfeffer, Stuart M. Shieber, Alex Allain
The Influence of Task Contexts on the Decision-Making of Humans and Computers. CONTEXT (2007)
Ilan Wapinski, Avi Pfeffer, Nir Friedman, Aviv Regev
Automatic genome-wide reconstruction of phylogenetic gene trees. ISMB/ECCB (Supplement of Bioinformatics) (2007)
Avi Pfeffer, Subrata Das, David Lawless, Brenda Ng
Global/Local Dynamic Models. IJCAI (2007)
Avi Pfeffer
Approximate Separability for Weak Interaction in Dynamic Systems. UAI (2006)
Maurizio Borsotto, Weihong Zhang, Emir Kapanci, Avi Pfeffer, Christopher Crick
A Junction Tree Propagation Algorithm for Bayesian Networks with Second-Order Uncertainties. ICTAI (2006)
Ya'akov Gal, Avi Pfeffer
Predicting people's bidding behavior in negotiation. AAMAS (2006)
Brenda Ng, Avi Pfeffer, Richard Dearden
Continuous Time Particle Filtering. IJCAI (2005)
Emir Kapanci, Avi Pfeffer
Signal-to-Score Music Transcription using Graphical Models. IJCAI (2005)
Avi Pfeffer
Functional Specification of Probabilistic Process Models. AAAI (2005)
Avi Pfeffer, Terry Tai
Asynchronous Dynamic Bayesian Networks. UAI (2005)
Ya'akov Gal, Avi Pfeffer, Francesca Marzo, Barbara J. Grosz
Learning Social Preferences in Games. AAAI (2004)
Avi Pfeffer
Repeated Observation Models. AAAI (2004)
Loizos Michael, David C. Parkes, Avi Pfeffer
Specifying and Monitoring Market Mechanisms Using Rights and Obligations. AMEC (2004)
Emir Kapanci, Avi Pfeffer
A Hierarchical Approach to Onset Detection. ICMC (2004)
David G. Sullivan, Margo I. Seltzer, Avi Pfeffer
Using probabilistic reasoning to automate software tuning. SIGMETRICS (2004)
Ya'akov Gal, Avi Pfeffer
Reasoning about Rationality and Beliefs. AAMAS (2004)
Leonid Peshkin, Avi Pfeffer
Bayesian Information Extraction Network. IJCAI (2003)
Emir Kapanci, Avi Pfeffer
Learning Style-Specific Rhythmic Structures. ICMC (2003)
Christopher Crick, Avi Pfeffer
Loopy Belief Propagation as a Basis for Communication in Sensor Networks. UAI (2003)
Leonid Peshkin, Avi Pfeffer, Virginia Savova
Bayesian Nets for Syntactic Categorization of Novel Words. HLT-NAACL (2003)
Ya'akov Gal, Avi Pfeffer
A language for modeling agents' decision making processes in games. AAMAS (2003)
Leonid Peshkin, Avi Pfeffer
Bayesian Information Extraction Network CoRR (2003)
Norman Ramsey, Avi Pfeffer
Stochastic lambda calculus and monads of probability distributions. POPL (2002)
Sanmay Das, Barbara J. Grosz, Avi Pfeffer
Learning and decision: making for intention reconciliation. AAMAS (2002)
Brenda Ng, Leonid Peshkin, Avi Pfeffer
Factored Particles for Scalable Monitoring. UAI (2002)
Avi Pfeffer
IBAL: A Probabilistic Rational Programming Language. IJCAI (2001)
Avi Pfeffer
Sufficiency, Separability and Temporal Probabilistic Models. UAI (2001)
Avi Pfeffer, Daphne Koller
Semantics and Inference for Recursive Probability Models. AAAI/IAAI (2000)
Nir Friedman, Lise Getoor, Daphne Koller, Avi Pfeffer
Learning Probabilistic Relational Models. IJCAI (1999)
Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa
SPOOK: A system for probabilistic object-oriented knowledge representation. UAI (1999)
Daphne Koller, Avi Pfeffer
Probabilistic Frame-Based Systems. AAAI/IAAI (1998)
Nir Friedman, Daphne Koller, Avi Pfeffer
Structured Representation of Complex Stochastic Systems. AAAI/IAAI (1998)
Daphne Koller, David A. McAllester, Avi Pfeffer
Effective Bayesian Inference for Stochastic Programs. AAAI/IAAI (1997)
Daphne Koller, Alon Y. Levy, Avi Pfeffer
P-CLASSIC: A Tractable Probablistic Description Logic. AAAI/IAAI (1997)
Daphne Koller, Avi Pfeffer
Object-Oriented Bayesian Networks. UAI (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Avi Pfeffer