Mayukh Das
Mayukh Das
Senior Research Scientist at Microsoft Research, India | M365 Research
Verified email at - Homepage
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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
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
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
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
Human-guided Collaborative Problem Solving: A Natural Language based Framework
H Kokel, M Das, R Islam, J Bonn, J Cai, S Dan, A Narayan-Chen, ...
arXiv preprint arXiv:2207.09566, 2022
Few-Shot Induction of Generalized Logical Concepts via Human Guidance
M Das, N Ramanan, JR Doppa, S Natarajan
Frontiers in Robotics and AI 7, 122, 2020
Discriminative non-parametric learning of arithmetic circuits
N Ramanan, M Das, K Kersting, S Natarajan
International Conference on Probabilistic Graphical Models, 353-364, 2020
Beyond Simple Images: Human Knowledge-Guided GANs for Clinical Data Generation
DS Dhami, M Das, S Natarajan
Proceedings of the International Conference on Principles of Knowledge …, 2021
Knowledge-augmented Column Networks: Guiding Deep Learning with Advice
M Das, DS Dhami, Y Yu, G Kunapuli, S Natarajan
arXiv preprint arXiv:1906.01432, 2019
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
Neural architecture search based optimized dnn model generation for execution of tasks in electronic device
M Das, M Venkappa, B Singh, PN Shivamurthappa, SK ALLUR
US Patent App. 17/211,606, 2021
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
Knowledge Intensive Learning of Generative Adversarial Networks
DS Dhami, M Das, S Natarajan
KiML@ KDD, 2020
Design and Develop Hardware Aware DNN for Faster Inference
S Rajarajeswari, AP Patil, A Madhyastha, A Jaitly, HS Jha, SR Bhave, ...
Proceedings of SAI Intelligent Systems Conference, 309-318, 2023
ANNExR: Efficient Anytime Inference in DNNs via Adaptive Intermediate Decision Points
AP Patil, R Subramanian, V Cornelio, S Venkatesh, M Varun, K Shavin, ...
Proceedings of SAI Intelligent Systems Conference, 1-25, 2023
Tree DNN: A Deep Container Network
B Singh, S Gupta, M Das, PD Naidu, SK Allur
arXiv preprint arXiv:2212.03474, 2022
AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping Reinforcement
M Das, B Singh, HK Chheda, P Sharma, NS Pradeep
2022 26th International Conference on Pattern Recognition (ICPR), 2568-2574, 2022
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