Leonid Peshkin

Publication Activity (10 Years)

Years Active: 1998-2017
Publications (10 Years): 1

Top Topics

Partially Observable Environments

Statistical Machine Translation

Inverse Reinforcement Learning

Top Venues

Publications

Nicholas J. A. Harvey, David R. Karger, Virginia Savova, Leonid Peshkin
Matroids Hitting Sets and Unsupervised Dependency Grammar Induction. CoRR (2017)
Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling
Learning to Cooperate via Policy Search. CoRR (2014)
Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim, Leslie Pack Kaelbling
Learning Finite-State Controllers for Partially Observable Environments CoRR (2013)
Brenda Ng, Leonid Peshkin, Avi Pfeffer
Factored Particles for Scalable Monitoring CoRR (2013)
Carlos Cano, A. Labarga, Armando Blanco, Leonid Peshkin
Collaborative semi-automatic annotation of the biomedical literature. ISDA (2011)
Carlos Cano, Thomas Monaghan, Armando Blanco, Dennis P. Wall, Leonid Peshkin
Collaborative text-annotation resource for disease-centered relation extraction from biomedical text. J. Biomed. Informatics 42 (5) (2009)
Leonid Peshkin
Structure induction by lossless graph compression CoRR (2007)
Virginia Savova, Leonid Peshkin
Dependency Parsing with Dynamic Bayesian Network CoRR (2007)
Leonid Peshkin, Virginia Savova
Reinforcement Learning for Adaptive Routing CoRR (2007)
Leonid Peshkin
Structure induction by lossless graph compression. DCC (2007)
Ben Wellner, Matt Huyck, Scott A. Mardis, John S. Aberdeen, Alexander A. Morgan, Leonid Peshkin, Alexander S. Yeh, Janet Hitzeman, Lynette Hirschman
Research Paper: Rapidly Retargetable Approaches to De-identification in Medical Records. J. Am. Medical Informatics Assoc. 14 (5) (2007)
Virginia Savova, Leonid Peshkin
Is the Turing Test Good Enough? The Fallacy of Resource-Unbounded Intelligence. IJCAI (2007)
Todd F. DeLuca, I-Hsien Wu, Jian Pu, Thomas Monaghan, Leonid Peshkin, Saurav Singh, Dennis P. Wall
Roundup: a multi-genome repository of orthologs and evolutionary distances. Bioinform. 22 (16) (2006)
Virginia Savova, Leonid Peshkin
Dependency Parsing with Dynamic Bayesian Network. AAAI (2005)
Leonid Peshkin, Avi Pfeffer
Bayesian Information Extraction Network. IJCAI (2003)
Virginia Savova, Leonid Peshkin
Part-of-Speech Tagging with Minimal Lexicalization CoRR (2003)
Virginia Savova, Leonid Peshkin
Part-of-speech tagging with minimal lexicalization. RANLP (2003)
Leonid Peshkin, Avi Pfeffer, Virginia Savova
Bayesian Nets for Syntactic Categorization of Novel Words. HLT-NAACL (2003)
Leonid Peshkin, Avi Pfeffer
Bayesian Information Extraction Network CoRR (2003)
Leonid Peshkin, Christian R. Shelton
Learning from Scarce Experience. ICML (2002)
Brenda Ng, Leonid Peshkin, Avi Pfeffer
Factored Particles for Scalable Monitoring. UAI (2002)
Leonid Peshkin, Christian R. Shelton
Learning from Scarce Experience CoRR (2002)
Leonid Peshkin, Sayan Mukherjee
Bounds on Sample Size for Policy Evaluation in Markov Environments. COLT/EuroCOLT (2001)
Leonid Peshkin, Sayan Mukherjee
Bounds on sample size for policy evaluation in Markov environments CoRR (2001)
Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling
Learning to Cooperate via Policy Search CoRR (2001)
Leonid Peshkin, Nicolas Meuleau, Leslie Pack Kaelbling
Learning Policies with External Memory CoRR (2001)
Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling
Learning to Cooperate via Policy Search. UAI (2000)
Leonid Peshkin, Nicolas Meuleau, Leslie Pack Kaelbling
Learning Policies with External Memory. ICML (1999)
Leonid Peshkin, Mikhail S. Gelfand
Segmentation of yeast DNA using hidden Markov models. Bioinform. 15 (12) (1999)
Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim, Leslie Pack Kaelbling
Learning Finite-State Controllers for Partially Observable Environments. UAI (1999)
Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas L. Dean, Craig Boutilier
Solving Very Large Weakly Coupled Markov Decision Processes. AAAI/IAAI (1998)