Khashayar Rohanimanesh
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Topic Modeling, Natural Language Processing Techniques, Bayesian Modeling and Causal Inference, Robot Manipulation and Learning
Most-Cited Works
- → Dynamic conditional random fields(2004)746 cited
- SampleRank: Training Factor Graphs with Atomic Gradients(2011)
- Learning Hierarchical Partially Observable Markov Decision Process Models for Robot Navigation(2001)
- → An Entity Based Model for Coreference Resolution(2009)44 cited
- Learning to Take Concurrent Actions(2002)
- → A unified approach for schema matching, coreference and canonicalization(2008)43 cited
- Dynamic Conditional Random Fields for Jointly Labeling Multiple Sequences(2003)
- → Decision-Theoretic Planning with Concurrent Temporally Extended Actions(2013)35 cited
- FACTORIE: Efficient Probabilistic Programming for Relational Factor Graphs via Imperative Declarations of Structure, Inference and Learning(2008)