A Step Toward Deep Online Aggregation - Nikhil Sheoran; Supawit Chockchowwat; Arav Chheda; Suwen Wang; Riya Verma; Yongjoo Park (Proc. ACM Manag. Data, 2023)

A Step Toward Deep Online Aggregation (Extended Version) - Nikhil Sheoran; Supawit Chockchowwat; Arav Chheda; Suwen Wang; Riya Verma; Yongjoo Park (CoRR, 2023)

Conditional Generative Model Based Predicate-Aware Query Approximation - Nikhil Sheoran; Subrata Mitra; Vibhor Porwal; Siddharth Ghetia; Jatin Varshney; Tung Mai; Anup B. Rao; Vikas Maddukuri (Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, 2022)

Efficient Insights Discovery through Conditional Generative Model based Query Approximation - Vibhor Porwal; Subrata Mitra; Fan Du; John Anderson; Nikhil Sheoran; Anup B. Rao; Tung Mai; Gautam Kowshik; Sapthotharan Nair; Sameeksha Arora; Saurabh Mahapatra (SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, 2022)

DeepOLA: Online Aggregation for Deeply Nested Queries - Nikhil Sheoran (SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, 2022)

Multi-touch Attribution for Complex B2B Customer Journeys using Temporal Convolutional Networks - Aniket Agrawal; Nikhil Sheoran; Sourav Suman; Gaurav Sinha (Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022, 2022)

Electra: Conditional Generative Model based Predicate-Aware Query Approximation - Nikhil Sheoran; Subrata Mitra; Vibhor Porwal; Siddharth Ghetia; Jatin Varshney; Tung Mai; Anup B. Rao; Vikas Maddukuri (CoRR, 2022)

Scheduling of Time-Varying Workloads Using Reinforcement Learning - Shanka Subhra Mondal; Nikhil Sheoran; Subrata Mitra (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Surveys without Questions: A Reinforcement Learning Approach - Atanu R. Sinha; Deepali Jain; Nikhil Sheoran; Sopan Khosla; Reshmi Sasidharan (CoRR, 2020)

Surveys without Questions: A Reinforcement Learning Approach - Atanu R. Sinha; Deepali Jain; Nikhil Sheoran; Sopan Khosla; Reshmi Sasidharan (The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019)

DeepPlace: Learning to Place Applications in Multi-Tenant Clusters - Subrata Mitra; Shanka Subhra Mondal; Nikhil Sheoran; Neeraj Dhake; Ravinder Nehra; Ramanuja Simha (Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems, APSys 2019, Hangzhou, China, Augsut 19-20, 2019, 2019)

DeepPlace: Learning to Place Applications in Multi-Tenant Clusters - Subrata Mitra; Shanka Subhra Mondal; Nikhil Sheoran; Neeraj Dhake; Ravinder Nehra; Ramanuja Simha (CoRR, 2019)

Measurement of Users' Experience on Online Platforms from Their Behavior Logs - Deepali Jain; Atanu R. Sinha; Deepali Gupta; Nikhil Sheoran; Sopan Khosla (Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part I, 2018)