Avi Pfeffer

According to our database1, Avi Pfeffer authored at least 89 papers between 1994 and 2019.

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Bibliography

2019
Software Adaptation for an Unmanned Undersea Vehicle.
IEEE Softw., 2019

Machine Learning-Enabled Adaptation of Information Fusion Software Systems.
Proceedings of the 22th International Conference on Information Fusion, 2019

2018
Structured Factored Inference for Probabilistic Programming.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Decision-making and opinion formation in simple networks.
Knowl. Inf. Syst., 2017

Artificial Intelligence Based Malware Analysis.
CoRR, 2017

Learning Probabilistic Programs Using Backpropagation.
CoRR, 2017

Predicting signatures of future malware variants.
Proceedings of the 12th International Conference on Malicious and Unwanted Software, 2017

2016
Probabilistic Programming for Malware Analysis.
CoRR, 2016

Structured Factored Inference: A Framework for Automated Reasoning in Probabilistic Programming Languages.
CoRR, 2016

2015
Lazy Factored Inference for Functional Probabilistic Programming.
CoRR, 2015

Reasoning on resident space object hierarchies using probabilistic programming.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
Decision-Making with Complex Data Structures using Probabilistic Programming.
CoRR, 2014

Identifying Shared Software Components to Support Malware Forensics.
Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2014

Hierarchical management of large-scale malware data.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Hierarchical Reasoning with Probabilistic Programming.
Proceedings of the Statistical Relational Artificial Intelligence, 2014

2013
Countering malware evolution using cloud-based learning.
Proceedings of the 8th International Conference on Malicious and Unwanted Software: "The Americas", 2013

FuncTracker: Discovering Shared Code to Aid Malware Forensics.
Proceedings of the 6th USENIX Workshop on Large-Scale Exploits and Emergent Threats, 2013

Towards Evaluating Computational Models of Intuitive Decision Making with fMRI Data.
Proceedings of the Foundations of Augmented Cognition, 2013

2012
Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence (2011)
CoRR, 2012

Malware Analysis and attribution using Genetic Information.
Proceedings of the 7th International Conference on Malicious and Unwanted Software, 2012

2011
Using Emotions to Enhance Decision-Making.
Proceedings of the IJCAI 2011, 2011

Reasoning patterns in Bayesian games.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Agent decision-making in open mixed networks.
Artif. Intell., 2010

Specifying and monitoring economic environments using rights and obligations.
Auton. Agents Multi Agent Syst., 2010

Learning Game Representations from Data Using Rationality Constraints.
Proceedings of the UAI 2010, 2010

Practical Probabilistic Programming.
Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

Decision making with dynamically arriving information.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

Representing Bayesian games without a common prior.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
Factored reasoning for monitoring dynamic team and goal formation.
Inf. Fusion, 2009

Temporal Action-Graph Games: A New Representation for Dynamic Games.
Proceedings of the UAI 2009, 2009

CTPPL: A Continuous Time Probabilistic Programming Language.
Proceedings of the IJCAI 2009, 2009

Using Reasoning Patterns to Help Humans Solve Complex Games.
Proceedings of the IJCAI 2009, 2009

Using Hierarchical Bayesian Models to Learn about Reputation.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A Model of Tacit Knowledge and Action.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Learning whom to trust: using graphical models for learning about information providers.
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008
Networks of Influence Diagrams: A Formalism for Representing Agents' Beliefs and Decision-Making Processes.
J. Artif. Intell. Res., 2008

Learning and Solving Many-Player Games through a Cluster-Based Representation.
Proceedings of the UAI 2008, 2008

Identifying reasoning patterns in games.
Proceedings of the UAI 2008, 2008

Colored trails: a multiagent system testbed for decision-making research.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Simultaneously modeling humans' preferences and their beliefs about others' preferences.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Modeling how humans reason about others with partial information.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

How Tacit Knowledge Guides Action.
Proceedings of the Naturally-Inspired Artificial Intelligence, 2008

Using Reasoning Patterns to Simplify Games.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
An Intelligent Personal Assistant for Task and Time Management.
AI Mag., 2007

Discovering Weakly-Interacting Factors in a Complex Stochastic Process.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Automatic genome-wide reconstruction of phylogenetic gene trees.
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

Global/Local Dynamic Models.
Proceedings of the IJCAI 2007, 2007

The Influence of Task Contexts on the Decision-Making of Humans and Computers.
Proceedings of the Modeling and Using Context, 2007

User Model and Utility Based Power Management.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

On the Reasoning Patterns of Agents in Games.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Sampling with Memoization.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Modeling Reciprocal Behavior in Human Bilateral Negotiation.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Approximate Separability for Weak Interaction in Dynamic Systems.
Proceedings of the UAI '06, 2006

A Junction Tree Propagation Algorithm for Bayesian Networks with Second-Order Uncertainties.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Predicting people's bidding behavior in negotiation.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

2005
Asynchronous Dynamic Bayesian Networks.
Proceedings of the UAI '05, 2005

Continuous Time Particle Filtering.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Signal-to-Score Music Transcription using Graphical Models.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Functional Specification of Probabilistic Process Models.
Proceedings of the Proceedings, 2005

2004
Using probabilistic reasoning to automate software tuning.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004

A Hierarchical Approach to Onset Detection.
Proceedings of the 2004 International Computer Music Conference, 2004

Reasoning about Rationality and Beliefs.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

Specifying and Monitoring Market Mechanisms Using Rights and Obligations.
Proceedings of the Agent-Mediated Electronic Commerce VI, 2004

Repeated Observation Models.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

Learning Social Preferences in Games.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
Loopy Belief Propagation as a Basis for Communication in Sensor Networks.
Proceedings of the UAI '03, 2003

Bayesian Nets for Syntactic Categorization of Novel Words.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Bayesian Information Extraction Network.
Proceedings of the IJCAI-03, 2003

Learning Style-Specific Rhythmic Structures.
Proceedings of the 2003 International Computer Music Conference, 2003

A language for modeling agents' decision making processes in games.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

2002
Factored Particles for Scalable Monitoring.
Proceedings of the UAI '02, 2002

Stochastic lambda calculus and monads of probability distributions.
Proceedings of the Conference Record of POPL 2002: The 29th SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2002

Learning and decision: making for intention reconciliation.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

2001
Sufficiency, Separability and Temporal Probabilistic Models.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

IBAL: A Probabilistic Rational Programming Language.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Semantics and Inference for Recursive Probability Models.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
SPOOK: A system for probabilistic object-oriented knowledge representation.
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Learning Probabilistic Relational Models.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

1998
Probabilistic Frame-Based Systems.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

Structured Representation of Complex Stochastic Systems.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997
Representations and Solutions for Game-Theoretic Problems.
Artif. Intell., 1997

Object-Oriented Bayesian Networks.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

Learning Probabilities for Noisy First-Order Rules.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Effective Bayesian Inference for Stochastic Programs.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

P-CLASSIC: A Tractable Probablistic Description Logic.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
Mariposa: A Wide-Area Distributed Database System
VLDB J., 1996

1995
Generalized Search Trees for Database Systems.
Proceedings of the VLDB'95, 1995

Generating and Solving Imperfect Information Games.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

1994
An Economic Paradigm for Query Processing and Data Migration in Mariposa.
Proceedings of the Third International Conference on Parallel and Distributed Information Systems (PDIS 94), 1994


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