David Tolpin

According to our database, David Tolpin authored at least 41 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Efficient Incremental Belief Updates Using Weighted Virtual Observations.

David Tolpin

CoRR, 2024

2023

Probabilistic Programs as an Action Description Language.

Ronen I. Brafman, David Tolpin, Or Wertheim

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Monitoring Time Series with Missing Values: A Deep Probabilistic Approach.

Oshri Barazani, David Tolpin

Proceedings of the Cyber Security, Cryptology, and Machine Learning, 2022

2021

Bob and Alice Go to a Bar: Reasoning About Future With Probabilistic Programs.

David Tolpin, Tomer Dobkin

CoRR, 2021

How To Train Your Program.

David Tolpin

CoRR, 2021

Probabilistic Programs with Stochastic Conditioning.

David Tolpin, Yuan Zhou, Tom Rainforth, Hongseok Yang

Proceedings of the 38th International Conference on Machine Learning, 2021

Warped Input Gaussian Processes for Time Series Forecasting.

Igor Vinokur, David Tolpin

Proceedings of the Cyber Security Cryptography and Machine Learning, 2021

2020

Bayesian Policy Search for Stochastic Domains.

David Tolpin, Yuan Zhou, Hongseok Yang

CoRR, 2020

Probabilistic Programs with Stochastic Conditioning.

David Tolpin, Yuan Zhou, Hongseok Yang

CoRR, 2020

Stochastically Differentiable Probabilistic Programs.

David Tolpin, Yuan Zhou, Hongseok Yang

CoRR, 2020

Stochastic Probabilistic Programs.

David Tolpin, Tomer Dobkin

CoRR, 2020

2019

Warped Input Gaussian Processes for Time Series Forecasting.

David Tolpin

CoRR, 2019

Population anomaly detection through deep gaussianization.

David Tolpin

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Deployable probabilistic programming.

David Tolpin

Proceedings of the 2019 ACM SIGPLAN International Symposium on New Ideas, 2019

2018

Rational deployment of multiple heuristics in optimal state-space search.

Erez Karpas, Oded Betzalel, Solomon Eyal Shimony, David Tolpin, Ariel Felner

Artif. Intell., 2018

A Planning Approach to Monitoring Computer Programs' Behavior.

Alexandre Cukier, Ronen I. Brafman, Yotam Perkal, David Tolpin

Proceedings of the Cyber Security Cryptography and Machine Learning, 2018

2017

A Planning Approach to Monitoring Behavior of Computer Programs.

Alexandre Cukier, Ronen I. Brafman, Yotam Perkal, David Tolpin

CoRR, 2017

Session Analysis using Plan Recognition.

Reuth Mirsky, Ya'akov Gal, David Tolpin

CoRR, 2017

Process monitoring on sequences of system call count vectors.

Michael Dymshits, Benjamin Myara, David Tolpin

Proceedings of the International Carnahan Conference on Security Technology, 2017

2016

Progressive Temporal Window Widening.

David Tolpin

CoRR, 2016

Design and Implementation of Probabilistic Programming Language Anglican.

David Tolpin, Jan-Willem van de Meent, Hongseok Yang, Frank D. Wood

Proceedings of the 28th Symposium on the Implementation and Application of Functional Programming Languages, 2016

Black-Box Policy Search with Probabilistic Programs.

Jan-Willem van de Meent, Brooks Paige, David Tolpin, Frank D. Wood

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Path Finding under Uncertainty through Probabilistic Inference.

David Tolpin, Brooks Paige, Frank D. Wood

CoRR, 2015

Adaptive Scheduling in MCMC and Probabilistic Programming.

David Tolpin, Jan-Willem van de Meent, Brooks Paige, Frank D. Wood

CoRR, 2015

Maximum a Posteriori Estimation by Search in Probabilistic Programs.

David Tolpin, Frank D. Wood

Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

ICBS: The Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding.

Eli Boyarski, Ariel Felner, Roni Stern, Guni Sharon, Oded Betzalel, David Tolpin, Solomon Eyal Shimony

Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

Probabilistic Programming in Anglican.

David Tolpin, Jan-Willem van de Meent, Frank D. Wood

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Output-Sensitive Adaptive Metropolis-Hastings for Probabilistic Programs.

David Tolpin, Jan-Willem van de Meent, Brooks Paige, Frank D. Wood

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

2014

Justifying and Improving Meta-Agent Conflict-Based Search.

David Tolpin

CoRR, 2014

Rational Deployment of Multiple Heuristics in IDA.

David Tolpin, Oded Betzalel, Ariel Felner, Solomon Eyal Shimony

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Towards Rational Deployment of Multiple Heuristics in A*

David Tolpin, Tal Beja, Solomon Eyal Shimony, Ariel Felner, Erez Karpas

CoRR, 2013

Towards Rational Deployment of Multiple Heuristics in A* (Extended Abstract).

David Tolpin, Tal Beja, Solomon Eyal Shimony, Ariel Felner, Erez Karpas

Proceedings of the Sixth Annual Symposium on Combinatorial Search, 2013

Toward Rational Deployment of Multiple Heuristics in A.

David Tolpin, Tal Beja, Solomon Eyal Shimony, Ariel Felner, Erez Karpas

Proceedings of the IJCAI 2013, 2013

2012

Semimyopic Measurement Selection for Optimization Under Uncertainty.

David Tolpin, Solomon Eyal Shimony

IEEE Trans. Syst. Man Cybern. Part B, 2012

Rational value of information estimation for measurement selection.

David Tolpin, Solomon Eyal Shimony

Intell. Decis. Technol., 2012

Selecting Computations: Theory and Applications.

Nicholas Hay, Stuart Russell, David Tolpin, Solomon Eyal Shimony

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

MCTS Based on Simple Rerget.

David Tolpin, Solomon Eyal Shimony

Proceedings of the Fifth Annual Symposium on Combinatorial Search, 2012

VOI-aware MCTS.

David Tolpin, Solomon Eyal Shimony

Proceedings of the ECAI 2012, 2012

MCTS Based on Simple Regret.

David Tolpin, Solomon Eyal Shimony

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Rational Deployment of CSP Heuristics.

David Tolpin, Solomon Eyal Shimony

Proceedings of the IJCAI 2011, 2011

2009

Semi-Myopic Sensing Plans for Value Optimization

David Tolpin, Solomon Eyal Shimony

CoRR, 2009