Nikhil Sheoran

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Behave Differently

Reinforcement Learning

Top Venues

SIGMOD Conference

Proc. ACM Manag. Data

Publications

Nikhil Sheoran, Supawit Chockchowwat, Arav Chheda, Suwen Wang, Riya Verma, Yongjoo Park
A Step Toward Deep Online Aggregation (Extended Version). CoRR (2023)
Nikhil Sheoran, Supawit Chockchowwat, Arav Chheda, Suwen Wang, Riya Verma, Yongjoo Park
A Step Toward Deep Online Aggregation. Proc. ACM Manag. Data 1 (2) (2023)
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri
Conditional Generative Model Based Predicate-Aware Query Approximation. AAAI (2022)
Nikhil Sheoran
DeepOLA: Online Aggregation for Deeply Nested Queries. SIGMOD Conference (2022)
Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup B. Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra
Efficient Insights Discovery through Conditional Generative Model based Query Approximation. SIGMOD Conference (2022)
Aniket Agrawal, Nikhil Sheoran, Sourav Suman, Gaurav Sinha
Multi-touch Attribution for Complex B2B Customer Journeys using Temporal Convolutional Networks. WWW (Companion Volume) (2022)
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup B. Rao, Vikas Maddukuri
Electra: Conditional Generative Model based Predicate-Aware Query Approximation. CoRR (2022)
Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra
Scheduling of Time-Varying Workloads Using Reinforcement Learning. AAAI (2021)
Atanu R. Sinha, Deepali Jain, Nikhil Sheoran, Sopan Khosla, Reshmi Sasidharan
Surveys without Questions: A Reinforcement Learning Approach. CoRR (2020)
Atanu R. Sinha, Deepali Jain, Nikhil Sheoran, Sopan Khosla, Reshmi Sasidharan
Surveys without Questions: A Reinforcement Learning Approach. AAAI (2019)
Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters. APSys (2019)
Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters. CoRR (2019)
Deepali Jain, Atanu R. Sinha, Deepali Gupta, Nikhil Sheoran, Sopan Khosla
Measurement of Users' Experience on Online Platforms from Their Behavior Logs. PAKDD (1) (2018)