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ORCIDLeonid Peshkin
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Books and Theses
- 2002
[b1]Leonid Peshkin:
Reinforcement Learning by Policy Search. Brown University, USA, 2002
Journal Articles
- 2009
- [j4]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): 967-977 (2009) - 2007
- [j3]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): 564-573 (2007) - 2006
- [j2]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): 2044-2046 (2006) - 1999
- [j1]Leonid Peshkin, Mikhail S. Gelfand:
Segmentation of yeast DNA using hidden Markov models. Bioinform. 15(12): 980-986 (1999)
Conference and Workshop Papers
- 2011
- [c14]Carlos Cano, Alberto Labarga, Armando Blanco, Leonid Peshkin:
Collaborative semi-automatic annotation of the biomedical literature. ISDA 2011: 1213-1217 - 2007
- [c13]Leonid Peshkin:
Structure induction by lossless graph compression. DCC 2007: 53-62 - [c12]Virginia Savova, Leonid Peshkin:
Is the Turing Test Good Enough? The Fallacy of Resource-Unbounded Intelligence. IJCAI 2007: 545-550 - 2005
- [c11]Virginia Savova, Leonid Peshkin:
Dependency Parsing with Dynamic Bayesian Network. AAAI 2005: 1112-1117 - 2003
- [c10]Leonid Peshkin, Avi Pfeffer:
Bayesian Information Extraction Network. IJCAI 2003: 421-426 - [c9]Leonid Peshkin, Avi Pfeffer, Virginia Savova:
Bayesian Nets for Syntactic Categorization of Novel Words. HLT-NAACL 2003 - [c8]Virginia Savova, Leonid Peshkin:
Part-of-speech tagging with minimal lexicalization. RANLP 2003: 163-172 - 2002
- [c7]Leonid Peshkin, Christian R. Shelton:
Learning from Scarce Experience. ICML 2002: 498-505 - [c6]Brenda Ng, Leonid Peshkin, Avi Pfeffer:
Factored Particles for Scalable Monitoring. UAI 2002: 370-377 - 2001
- [c5]Leonid Peshkin, Sayan Mukherjee:
Bounds on Sample Size for Policy Evaluation in Markov Environments. COLT/EuroCOLT 2001: 616-630 - 2000
- [c4]Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling:
Learning to Cooperate via Policy Search. UAI 2000: 489-496 - 1999
- [c3]Leonid Peshkin, Nicolas Meuleau, Leslie Pack Kaelbling:
Learning Policies with External Memory. ICML 1999: 307-314 - [c2]Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim, Leslie Pack Kaelbling:
Learning Finite-State Controllers for Partially Observable Environments. UAI 1999: 427-436 - 1998
- [c1]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: 165-172
Informal and Other Publications
- 2017
- [i13]Nicholas J. A. Harvey, David R. Karger, Virginia Savova, Leonid Peshkin:
Matroids Hitting Sets and Unsupervised Dependency Grammar Induction. CoRR abs/1705.08992 (2017) - 2014
- [i12]Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling:
Learning to Cooperate via Policy Search. CoRR abs/1408.1484 (2014) - 2013
- [i11]Brenda Ng, Leonid Peshkin, Avi Pfeffer:
Factored Particles for Scalable Monitoring. CoRR abs/1301.0590 (2013) - [i10]Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim, Leslie Pack Kaelbling:
Learning Finite-State Controllers for Partially Observable Environments. CoRR abs/1301.6721 (2013) - 2007
- [i9]Leonid Peshkin:
Structure induction by lossless graph compression. CoRR abs/cs/0703132 (2007) - [i8]Virginia Savova, Leonid Peshkin:
Dependency Parsing with Dynamic Bayesian Network. CoRR abs/cs/0703135 (2007) - [i7]Leonid Peshkin, Virginia Savova:
Reinforcement Learning for Adaptive Routing. CoRR abs/cs/0703138 (2007) - 2003
- [i6]Leonid Peshkin, Avi Pfeffer:
Bayesian Information Extraction Network. CoRR cs.CL/0306039 (2003) - [i5]Virginia Savova, Leonid Peshkin:
Part-of-Speech Tagging with Minimal Lexicalization. CoRR cs.CL/0312060 (2003) - 2002
- [i4]Leonid Peshkin, Christian R. Shelton:
Learning from Scarce Experience. CoRR cs.AI/0204043 (2002) - 2001
- [i3]Leonid Peshkin, Nicolas Meuleau, Leslie Pack Kaelbling:
Learning Policies with External Memory. CoRR cs.LG/0103003 (2001) - [i2]Leonid Peshkin, Sayan Mukherjee:
Bounds on sample size for policy evaluation in Markov environments. CoRR cs.LG/0105027 (2001) - [i1]Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling:
Learning to Cooperate via Policy Search. CoRR cs.LG/0105032 (2001)
Coauthor Index
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