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Mayukh Das
Mayukh Das
Senior Research Scientist at M365 Research, Microsoft
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
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
342016
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
282018
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
192019
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
162018
Planning with actively eliciting preferences
M Das, P Odom, MR Islam, JRJ Doppa, D Roth, S Natarajan
Knowledge-Based Systems 165, 219-227, 2019
132019
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
132017
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
122017
Oppertune: Post-deployment configuration tuning of services made easy
G Somashekar, K Tandon, A Kini, M Das, P Husak, CC Chang, ...
21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24), 2024
42024
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
42022
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
42021
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
42020
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
32021
Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning
M Das, DS Dhami, Y Yu, G Kunapuli, S Natarajan
Proceedings of the 3rd ACM India Joint International Conference on Data …, 2021
32021
Discriminative non-parametric learning of arithmetic circuits
N Ramanan, M Das, K Kersting, S Natarajan
International Conference on Probabilistic Graphical Models, 353-364, 2020
32020
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
22019
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
22015
Method and electronic device for generating optimal neural network (nn) model
M Das, B Singh, PN Shivamurthappa, A Kapoor, RE Soans, SV Dixit, ...
US Patent App. 18/082,305, 2023
12023
ANNExR: Efficient Anytime Inference in DNNs via Adaptive Intermediate Decision Points
AP Patil, R Subramanian, V Cornelio, S Venkatesh, M Varun, K Shavin, ...
Intelligent Systems and Applications: Proceedings of the 2022 Intelligent …, 2022
12022
A Framework for Asymmetrical DNN Modularization for Optimal Loading
B Singh, Y Jain, M Das, PD Naidu
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
12021
Knowledge Intensive Learning of Generative Adversarial Networks
DS Dhami, M Das, S Natarajan
KiML@ KDD, 2020
12020
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