Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability S Das, MR Islam, NK Jayakodi, JR Doppa arXiv preprint arXiv:1901.08930, 2019 | 34 | 2019 |
Learning to speed up query planning in graph databases MH Namaki, FA Chowdhury, M Islam, J Doppa, Y Wu Proceedings of the International Conference on Automated Planning and …, 2017 | 19 | 2017 |
Preference-Guided Planning: An Active Elicitation Approach M Das, P Odom, M Islam, J Rao, D Roth, S Natarajan arXiv preprint arXiv:1804.07404, 2018 | 16 | 2018 |
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 | 15 | 2017 |
Active Anomaly Detection via Ensembles S Das, MR Islam, NK Jayakodi, JR Doppa arXiv preprint arXiv:1809.06477, 2018 | 13 | 2018 |
Select-and-Evaluate: A Learning Framework for Large-Scale Knowledge Graph Search FARR Chowdhury, C Ma, MR Islam, MH Namaki, MO Faruk, JR Doppa Asian Conference on Machine Learning, 129-144, 2017 | 13 | 2017 |
Planning with actively eliciting preferences M Das, P Odom, MR Islam, JRJ Doppa, D Roth, S Natarajan Knowledge-Based Systems 165, 219-227, 2019 | 12 | 2019 |
Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning. C Ma, FARR Chowdhury, A Deshwal, MR Islam, JR Doppa, D Roth IJCAI, 5130-5138, 2019 | 9* | 2019 |
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 | 6 | 2022 |
GLAD: GLocalized Anomaly Detection via Human-in-the-Loop Learning MR Islam, S Das, JR Doppa, S Natarajan | 4* | |
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 | | 2017 |