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Keerthiram Murugesan
Keerthiram Murugesan
Research Scientist, IBM Research AI/ Carnegie Mellon University
Verified email at ibm.com - Homepage
Title
Cited by
Cited by
Year
Adaptive Smoothed Online Multi-Task Learning
K Murugesan, H Liu, J Carbonell, Y Yang
Advances in Neural Information Processing Systems (NIPS 2016), 2016
372016
Hybrid bisect K-means clustering algorithm
K Murugesan, J Zhang
2011 International Conference on Business Computing and Global …, 2011
352011
Self-Paced Multitask Learning with Shared Knowledge
K Murugesan, J Carbonell
Proceedings of the 26th International Joint Conference on Artificial …, 2017
342017
Thinking Fast and Slow in AI
G Booch, F Fabiano, L Horesh, K Kate, J Lenchner, N Linck, A Loreggia, ...
Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021
242021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
K Murugesan, M Atzeni, P Kapanipathi, P Shukla, S Kumaravel, ...
Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021
232021
Enhancing text-based reinforcement learning agents with commonsense knowledge
K Murugesan, M Atzeni, P Shukla, M Sachan, P Kapanipathi, ...
arXiv preprint arXiv:2005.00811, 2020
222020
Active learning from peers
K Murugesan, J Carbonell
Advances in Neural Information Processing Systems 30, 2017
222017
Hybrid hierarchical clustering: An experimental analysis
K Murugesan, J Zhang
University of Kentucky, Lexington, Technical Report: CMIDA-HiPSCCS, 001-11, 2011
192011
Multi-Task Multiple Kernel Relationship Learning
K Murugesan, J Carbonell
Proceedings of the 17th SIAM International Conference on Data Mining (SDM …, 2017
152017
Multitask Matrix Completion for Learning Protein Interactions Across Diseases
M Kshirsagar, J Carbonell, J Klein-Seetharaman, K Murugesan
International Conference on Research in Computational Molecular Biology …, 2016
142016
Co-clustering for multitask learning
K Murugesan, J Carbonell, Y Yang
arXiv preprint arXiv:1703.00994, 2017
132017
A New Term Weighting Scheme for Document Clustering
K Murugesan, J Zhang
112011
Cluster-Based Term Weighting and Document Ranking Models
K Murugesan
University of Kentucky, 2011
42011
Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents
K Murugesan, S Chaudhury, K Talamadupula
Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
22022
A hybrid neuro-symbolic approach for text-based games using inductive logic programming
K Basu, K Murugesan, M Atzeni, P Kapanipathi, K Talamadupula, ...
Combining Learning and Reasoning: Programming Languages, Formalisms, and …, 2021
12021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
K Murugesan, M Atzeni, P Kapanipathi, K Talamadupula, M Sachan, ...
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
12021
Online and adaptive methods for multitask learning
K Murugesan
12017
Auto-Transfer: Learning to Route Transferrable Representations
K Murugesan, V Sadashivaiah, R Luss, K Shanmugam, PY Chen, ...
Proceedings of 10th International Conference on Learning Representations …, 2022
2022
Case-based Reasoning for Better Generalization in Text-Adventure Games
M Atzeni, S Dhuliawala, K Murugesan, M Sachan
Proceedings of 10th International Conference on Learning Representations …, 2021
2021
Case-based reasoning for better generalization in textual reinforcement learning
M Atzeni, SZ Dhuliawala, K Murugesan, M Sachan
International Conference on Learning Representations, 2021
2021
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