David Tolpin

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 27

Top Topics

Metropolis Hastings

Computer Programs

Programming Language

Search Algorithm

Top Venues

Publications

David Tolpin
Efficient Incremental Belief Updates Using Weighted Virtual Observations. CoRR (2024)
Ronen I. Brafman, David Tolpin, Or Wertheim
Probabilistic Programs as an Action Description Language. AAAI (2023)
Oshri Barazani, David Tolpin
Monitoring Time Series With Missing Values: a Deep Probabilistic Approach. CoRR (2022)
Oshri Barazani, David Tolpin
Monitoring Time Series with Missing Values: A Deep Probabilistic Approach. CSCML (2022)
David Tolpin, Tomer Dobkin
Bob and Alice Go to a Bar: Reasoning About Future With Probabilistic Programs. CoRR (2021)
Igor Vinokur, David Tolpin
Warped Input Gaussian Processes for Time Series Forecasting. CSCML (2021)
David Tolpin, Yuan Zhou, Tom Rainforth, Hongseok Yang
Probabilistic Programs with Stochastic Conditioning. ICML (2021)
David Tolpin
How To Train Your Program. CoRR (2021)
David Tolpin, Yuan Zhou, Hongseok Yang
Bayesian Policy Search for Stochastic Domains. CoRR (2020)
David Tolpin, Yuan Zhou, Hongseok Yang
Probabilistic Programs with Stochastic Conditioning. CoRR (2020)
David Tolpin, Yuan Zhou, Hongseok Yang
Stochastically Differentiable Probabilistic Programs. CoRR (2020)
David Tolpin, Tomer Dobkin
Stochastic Probabilistic Programs. CoRR (2020)
David Tolpin
Warped Input Gaussian Processes for Time Series Forecasting. CoRR (2019)
David Tolpin
Population anomaly detection through deep gaussianization. SAC (2019)
David Tolpin
Deployable probabilistic programming. CoRR (2019)
David Tolpin
Deployable probabilistic programming. Onward! (2019)
Erez Karpas, Oded Betzalel, Solomon Eyal Shimony, David Tolpin, Ariel Felner
Rational deployment of multiple heuristics in optimal state-space search. Artif. Intell. 256 (2018)
David Tolpin
Population Anomaly Detection through Deep Gaussianization. CoRR (2018)
Alexandre Cukier, Ronen I. Brafman, Yotam Perkal, David Tolpin
A Planning Approach to Monitoring Computer Programs' Behavior. CSCML (2018)
Michael Dymshits, Benjamin Myara, David Tolpin
Process monitoring on sequences of system call count vectors. ICCST (2017)
Reuth Mirsky, Ya'akov Gal, David Tolpin
Session Analysis using Plan Recognition. CoRR (2017)
Alexandre Cukier, Ronen I. Brafman, Yotam Perkal, David Tolpin
A Planning Approach to Monitoring Behavior of Computer Programs. CoRR (2017)
Michael Dymshits, Ben Myara, David Tolpin
Process Monitoring on Sequences of System Call Count Vectors. CoRR (2017)
David Tolpin
Progressive Temporal Window Widening. CoRR (2016)
David Tolpin, Jan-Willem van de Meent, Hongseok Yang, Frank D. Wood
Design and Implementation of Probabilistic Programming Language Anglican. CoRR (2016)
Jan-Willem van de Meent, Brooks Paige, David Tolpin, Frank D. Wood
Black-Box Policy Search with Probabilistic Programs. AISTATS (2016)
David Tolpin, Jan-Willem van de Meent, Hongseok Yang, Frank D. Wood
Design and Implementation of Probabilistic Programming Language Anglican. IFL (2016)
David Tolpin, Jan-Willem van de Meent, Brooks Paige, Frank D. Wood
Adaptive Scheduling in MCMC and Probabilistic Programming. CoRR (2015)
David Tolpin, Brooks Paige, Frank D. Wood
Path Finding under Uncertainty through Probabilistic Inference. CoRR (2015)
Eli Boyarski, Ariel Felner, Roni Stern, Guni Sharon, Oded Betzalel, David Tolpin, Solomon Eyal Shimony
ICBS: The Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding. SOCS (2015)
Eli Boyarski, Ariel Felner, Roni Stern, Guni Sharon, David Tolpin, Oded Betzalel, Solomon Eyal Shimony
ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding. IJCAI (2015)
David Tolpin, Jan-Willem van de Meent, Brooks Paige, Frank D. Wood
Output-Sensitive Adaptive Metropolis-Hastings for Probabilistic Programs. ECML/PKDD (2) (2015)
David Tolpin, Jan-Willem van de Meent, Frank D. Wood
Probabilistic Programming in Anglican. ECML/PKDD (3) (2015)
Jan-Willem van de Meent, David Tolpin, Brooks Paige, Frank D. Wood
Black-Box Policy Search with Probabilistic Programs. CoRR (2015)
David Tolpin, Frank D. Wood
Maximum a Posteriori Estimation by Search in Probabilistic Programs. SOCS (2015)
David Tolpin, Frank D. Wood
Maximum a Posteriori Estimation by Search in Probabilistic Programs. CoRR (2015)
Nicholas Hay, Stuart J. Russell, David Tolpin, Solomon Eyal Shimony
Selecting Computations: Theory and Applications. CoRR (2014)
David Tolpin, Oded Betzalel, Ariel Felner, Solomon Eyal Shimony
Rational Deployment of Multiple Heuristics in IDA. CoRR (2014)
David Tolpin, Oded Betzalel, Ariel Felner, Solomon Eyal Shimony
Rational Deployment of Multiple Heuristics in IDA. ECAI (2014)
David Tolpin
Justifying and Improving Meta-Agent Conflict-Based Search. CoRR (2014)
David Tolpin, Tal Beja, Solomon Eyal Shimony, Ariel Felner, Erez Karpas
Towards Rational Deployment of Multiple Heuristics in A* CoRR (2013)
David Tolpin, Tal Beja, Solomon Eyal Shimony, Ariel Felner, Erez Karpas
Toward Rational Deployment of Multiple Heuristics in A. IJCAI (2013)
David Tolpin, Tal Beja, Solomon Eyal Shimony, Ariel Felner, Erez Karpas
Towards Rational Deployment of Multiple Heuristics in A* (Extended Abstract). SOCS (2013)
David Tolpin, Solomon Eyal Shimony
Semimyopic Measurement Selection for Optimization Under Uncertainty. IEEE Trans. Syst. Man Cybern. Part B 42 (2) (2012)
David Tolpin, Solomon Eyal Shimony
MCTS Based on Simple Regret. AAAI (2012)
David Tolpin, Solomon Eyal Shimony
MCTS Based on Simple Rerget. SOCS (2012)
David Tolpin, Solomon Eyal Shimony
VOI-aware MCTS. ECAI (2012)
David Tolpin, Solomon Eyal Shimony
VOI-aware MCTS CoRR (2012)
David Tolpin, Solomon Eyal Shimony
MCTS Based on Simple Regret CoRR (2012)
David Tolpin, Solomon Eyal Shimony
Rational value of information estimation for measurement selection. Intell. Decis. Technol. 6 (4) (2012)
Nicholas Hay, Stuart J. Russell, David Tolpin, Solomon Eyal Shimony
Selecting Computations: Theory and Applications CoRR (2012)
Nicholas Hay, Stuart J. Russell, David Tolpin, Solomon Eyal Shimony
Selecting Computations: Theory and Applications. UAI (2012)
David Tolpin, Solomon Eyal Shimony
Rational Deployment of CSP Heuristics. IJCAI (2011)
David Tolpin, Solomon Eyal Shimony
Rational Deployment of CSP Heuristics CoRR (2011)
David Tolpin, Solomon Eyal Shimony
Rational Value of Information Estimation for Measurement Selection CoRR (2010)
David Tolpin, Solomon Eyal Shimony
Semi-Myopic Sensing Plans for Value Optimization CoRR (2009)