David Tolpin

According to our database1, David Tolpin authored at least 39 papers between 2009 and 2022.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2022
Monitoring Time Series with Missing Values: A Deep Probabilistic Approach.
Proceedings of the Cyber Security, Cryptology, and Machine Learning, 2022

2021
Bob and Alice Go to a Bar: Reasoning About Future With Probabilistic Programs.
CoRR, 2021

How To Train Your Program.
CoRR, 2021

Probabilistic Programs with Stochastic Conditioning.
Proceedings of the 38th International Conference on Machine Learning, 2021

Warped Input Gaussian Processes for Time Series Forecasting.
Proceedings of the Cyber Security Cryptography and Machine Learning, 2021

2020
Bayesian Policy Search for Stochastic Domains.
CoRR, 2020

Probabilistic Programs with Stochastic Conditioning.
CoRR, 2020

Stochastically Differentiable Probabilistic Programs.
CoRR, 2020

Stochastic Probabilistic Programs.
CoRR, 2020

2019
Warped Input Gaussian Processes for Time Series Forecasting.
CoRR, 2019

Population anomaly detection through deep gaussianization.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Deployable probabilistic programming.
Proceedings of the 2019 ACM SIGPLAN International Symposium on New Ideas, 2019

2018
Rational deployment of multiple heuristics in optimal state-space search.
Artif. Intell., 2018

A Planning Approach to Monitoring Computer Programs' Behavior.
Proceedings of the Cyber Security Cryptography and Machine Learning, 2018

2017
A Planning Approach to Monitoring Behavior of Computer Programs.
CoRR, 2017

Session Analysis using Plan Recognition.
CoRR, 2017

Process monitoring on sequences of system call count vectors.
Proceedings of the International Carnahan Conference on Security Technology, 2017

2016
Progressive Temporal Window Widening.
CoRR, 2016

Design and Implementation of Probabilistic Programming Language Anglican.
Proceedings of the 28th Symposium on the Implementation and Application of Functional Programming Languages, 2016

Black-Box Policy Search with Probabilistic Programs.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015
Path Finding under Uncertainty through Probabilistic Inference.
CoRR, 2015

Adaptive Scheduling in MCMC and Probabilistic Programming.
CoRR, 2015

Maximum a Posteriori Estimation by Search in Probabilistic Programs.
Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

ICBS: The Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding.
Proceedings of the Eighth Annual Symposium on Combinatorial Search, 2015

Probabilistic Programming in Anglican.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Output-Sensitive Adaptive Metropolis-Hastings for Probabilistic Programs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

2014
Justifying and Improving Meta-Agent Conflict-Based Search.
CoRR, 2014

Rational Deployment of Multiple Heuristics in IDA.
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*
CoRR, 2013

Towards Rational Deployment of Multiple Heuristics in A* (Extended Abstract).
Proceedings of the Sixth Annual Symposium on Combinatorial Search, 2013

Toward Rational Deployment of Multiple Heuristics in A.
Proceedings of the IJCAI 2013, 2013

2012
Semimyopic Measurement Selection for Optimization Under Uncertainty.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Rational value of information estimation for measurement selection.
Intell. Decis. Technol., 2012

Selecting Computations: Theory and Applications.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

MCTS Based on Simple Rerget.
Proceedings of the Fifth Annual Symposium on Combinatorial Search, 2012

VOI-aware MCTS.
Proceedings of the ECAI 2012, 2012

MCTS Based on Simple Regret.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Rational Deployment of CSP Heuristics.
Proceedings of the IJCAI 2011, 2011

2009
Semi-Myopic Sensing Plans for Value Optimization
CoRR, 2009


  Loading...