Mayukh Das
Mayukh Das
Researcher/Scientist at Microsoft Research Labs, India
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Scaling Lifted Probabilistic Inference and Learning Via Graph Databases
M Das, Y Wu, T Khot, K Kersting, S Natarajan
Proceedings of the 2016 SIAM International Conference on Data Mining, 738-746, 2016
Drug‐Drug Interaction Discovery: Kernel Learning from Heterogeneous Similarities
DS Dhami, G Kunapuli, M Das, D Page, S Natarajan
Smart Health 9, 88-100, 2018
Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs
M Das, DS Dhami, G Kunapuli, K Kristian, S Natarajan
Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence …, 2019
User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams
AL Hayes, M Das, P Odom, S Natarajan
Proceedings of the Knowledge Capture Conference, 1-8, 2017
Preference-Guided Planning: An Active Elicitation Approach
M Das, P Odom, MR Islam, JR Doppa, D Roth, S Natarajan
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
Planning with actively eliciting preferences
M Das, P Odom, MR Islam, JRJ Doppa, D Roth, S Natarajan
Knowledge-Based Systems 165, 219-227, 2019
Towards Problem Solving Agents that Communicate and Learn
A Narayan-Chen, C Graber, M Das, MR Islam, S Dan, S Natarajan, ...
Proceedings of the First Workshop on Language Grounding for Robotics, 95-103, 2017
Discriminative non-parametric learning of arithmetic circuits
N Ramanan, M Das, K Kersting, S Natarajan
International Conference on Probabilistic Graphical Models, 353-364, 2020
Graph-based approximate counting for relational probabilistic models
M Das, Y Wu, T Khot, K Kersting, S Natarajan
Working Notes of the 5th International Workshop on Statistical Relational AI …, 2015
Few-Shot Induction of Generalized Logical Concepts via Human Guidance
M Das, N Ramanan, JR Doppa, S Natarajan
Frontiers in Robotics and AI 7, 2020
Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning
M Das, DS Dhami, Y Yu, G Kunapuli, S Natarajan
8th ACM IKDD CODS and 26th COMAD, 110-118, 2021
Human-Allied Efficient and Effective Learning in Noisy Domains
M Das
The University of Texas at Dallas, 2019
Active Preference Elicitation for Planning
M Das, MR Islam, JRJ Doppa, D Roth, S Natarajan
Workshops at the Thirty-First AAAI Conference on Artificial Intelligence, 2017
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