| Scheduling of time-varying workloads using reinforcement learning SS Mondal, N Sheoran, S Mitra Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9000-9008, 2021 | 30 | 2021 |
| Characterizing and modifying user experience of computing environments based on behavior logs D Jain, AR Sinha, D Gupta, N Sheoran, S Khosla, RN Sasidharan US Patent 11,551,239, 2023 | 14 | 2023 |
| Conditional Generative Model based Predicate-Aware Query Approximation N Sheoran, S Mitra, V Porwal, S Ghetia, J Varshney, T Mai, A Rao, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8259 …, 2022 | 14 | 2022 |
| Predictive analysis of target behaviors utilizing RNN-based user embeddings S Kim, D Jain, D Gupta, E Koh, B Kveton, N Sheoran, A Sinha, HH Bui, ... US Patent 10,558,852, 2020 | 9 | 2020 |
| Deepplace: Learning to place applications in multi-tenant clusters S Mitra, SS Mondal, N Sheoran, N Dhake, R Nehra, R Simha Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems, 61-68, 2019 | 8 | 2019 |
| Machine-learning models applied to interaction data for facilitating experience-based modifications to interface elements in online environments AR Sinha, D Jain, N Sheoran, D Gupta, S Khosla US Patent 11,023,819, 2021 | 7 | 2021 |
| A step toward deep online aggregation N Sheoran, S Chockchowwat, A Chheda, S Wang, R Verma, Y Park Proceedings of the ACM on Management of Data 1 (2), 1-28, 2023 | 4* | 2023 |
| Surveys Without Questions: A Reinforcement Learning Approach AR Sinha, D Jain, N Sheoran, S Khosla, R Sasidharan Thirty-Third AAAI Conference on Artificial Intelligence 33, 2019 | 4 | 2019 |
| Measurement of users’ experience on online platforms from their behavior logs D Jain, AR Sinha, D Gupta, N Sheoran, S Khosla Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 4 | 2018 |
| System and method for training and selecting equivalence class prediction modules for resource usage prediction N Sheoran, S Mitra US Patent 11,847,496, 2023 | 3 | 2023 |
| Machine-learning models applied to interaction data for determining interaction goals and facilitating experience-based modifications to interface elements in online environments N Sheoran, NR Vysyaraju, V Srivastava, N Golakiya, D Singal, D Jain, ... US Patent 11,068,285, 2021 | 3 | 2021 |
| Deepola: Online aggregation for deeply nested queries N Sheoran Proceedings of the 2022 International Conference on Management of Data, 2527 …, 2022 | 2 | 2022 |
| Efficient Insights Discovery through Conditional Generative Model based Query Approximation V Porwal, S Mitra, F Du, J Anderson, N Sheoran, A Rao, T Mai, G Kowshik, ... Proceedings of the 2022 International Conference on Management of Data, 2397 …, 2022 | 2 | 2022 |
| Multi-touch attribution for complex B2B customer journeys using temporal convolutional networks A Agrawal, N Sheoran, S Suman, G Sinha Companion Proceedings of the Web Conference 2022, 910-917, 2022 | 1 | 2022 |
| Intent-aware learning for automated sample selection in interactive data exploration S Mitra, Y Gadhia, T Yu, S Garg, N Sheoran, A Kashettiwar, A Yadav US Patent App. 17/741,811, 2023 | | 2023 |
| System and method for outage forecasting S Garg, S Agarwal, S Bisht, C Jain, A Gonuguntla, N Sheoran, SK Saini US Patent App. 17/656,263, 2023 | | 2023 |
| Machine-learning models applied to interaction data for determining interaction goals and facilitating experience-based modifications to interface elements in online environments N Sheoran, NR Vysyaraju, V Srivastava, N Golakiya, D Singal, D Jain, ... US Patent 11,687,352, 2023 | | 2023 |
| Causal multi-touch attribution A Agrawal, N Sheoran, G Sinha US Patent App. 17/452,519, 2023 | | 2023 |
| Query-Oriented Approximate Query Processing based on Machine Learning Techniques S Mitra, N Sheoran, A Rao, T Mai, SK Nair, S Vaithyanathan, T Jacobs, ... US Patent App. 17/100,618, 2022 | | 2022 |
| Analysis of Root Cause Analysis Tools for Cloud Applications N Sheoran, N Gupta | | |
Atanu R SinhaAdobe ResearchVerified email at adobe.com
