Granted (5) Characterizing and Modifying User Experience of Computing Environments Based on Behavior Logs Granted - Jan 2023 (USPTO) [US11551239B2] Inventors: Deepali Jain, Atanu R Sinha, Deepali Gupta, Nikhil Sheoran, Sopan Khosla and Reshmi Sasidharan Query-Oriented Approximate Query Processing Based on Machine Learning Techniques Granted - Jan 2023 (USPTO) [US11544281B2] Inventors: Subrata Mitra, Nikhil Sheoran, Anup Rao, Siddharth Ghetia, Jatin Varshney, Laxmikant Mishra, Vikas Maddukuri, Tung Mai, Saptho Nair, Shivakumar Vaithyanathan, Tom Jacobs Machine-Learning Models Applied to Interaction Data for Determing Interaction Goals and Facilitating Experience-Based Modifications to Interface Elements in Online Environments Granted - Jul 2021 (USPTO) [US11068285B2] Inventors: Nikhil Sheoran, Nayan Raju Vysyaraju, Varun Srivastava, Nisheeth Golakiya, Dhruv Singal, Deepali Jain, Atanu Sinha Machine-Learning Models Applied to Interaction Data for Facilitating Experience-Based Modifications to Interface Elements in Online Environments Granted - Jun 2021 (USPTO) [US11023819B2] Inventors: Atanu R Sinha, Deepali Jain, Nikhil Sheoran, Deepali Gupta, Sopan Khosla Predictive analysis of target behaviors utilizing RNN-based user embeddings Granted - Feb 2020 (USPTO) [US10558852B2] Inventors: Sungchul Kim, Deepali Jain, Deepali Gupta, Eunyee Koh, Branislav Kveton, Nikhil Sheoran, Atanu Sinha, Hung Hai Bui, Charles Li Chen Published (3) Causal Multi-touch Attribution Published - Apr 2023 (USPTO) [US20230127453A1] Inventors: Aniket Agrawal, Nikhil Sheoran, Gaurav Sinha Workload Equivalence Class Identification For Resource Usage Prediction Published - Apr 2022 (USPTO) [US20220129316A1] Inventors: Nikhil Sheoran, Subrata Mitra Self-Learning Scheduler For Application Orchestration on Shared Compute Cluster Published - Aug 2020 (USPTO) [US20200257968A1] Inventors: Subrata Mitra, Nikhil Sheoran, Ramanuja Simha, Shanka Subhra Mondal, Neeraj Dhake, Ravinder Nehra