Measurement of Users' Experience on Online Platforms from Their Behavior Logs. - Deepali Jain; Atanu R. Sinha; Deepali Gupta; Nikhil Sheoran; Sopan Khosla (PAKDD (1), 2018)

Surveys without Questions: A Reinforcement Learning Approach. - Atanu R. Sinha; Deepali Jain; Nikhil Sheoran; Sopan Khosla; Reshmi Sasidharan (AAAI, 2019)

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

Scheduling of Time-Varying Workloads Using Reinforcement Learning. - Shanka Subhra Mondal; Nikhil Sheoran; Subrata Mitra (AAAI, 2021)

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 (AAAI, 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 Conference, 2022)

DeepOLA: Online Aggregation for Deeply Nested Queries. - Nikhil Sheoran (SIGMOD Conference, 2022)

Multi-touch Attribution for Complex B2B Customer Journeys using Temporal Convolutional Networks. - Aniket Agrawal; Nikhil Sheoran; Sourav Suman; Gaurav Sinha 001 (WWW (Companion Volume), 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)

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

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