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Abhishek Roy

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Department of Statistics, University of California, Davis

Optimization on Pareto sets: On a theory of multi-objective optimization

Aug 04, 2023
Abhishek Roy, Geelon So, Yi-An Ma

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Online covariance estimation for stochastic gradient descent under Markovian sampling

Aug 03, 2023
Abhishek Roy, Krishnakumar Balasubramanian

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Fairness Uncertainty Quantification: How certain are you that the model is fair?

Apr 27, 2023
Abhishek Roy, Prasant Mohapatra

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Sketch2FullStack: Generating Skeleton Code of Full Stack Website and Application from Sketch using Deep Learning and Computer Vision

Nov 26, 2022
Somoy Subandhu Barua, Imam Mohammad Zulkarnain, Abhishek Roy, Md. Golam Rabiul Alam, Md Zia Uddin

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Projection-free Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data

Jun 22, 2022
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi

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Plagiarism Detection in the Bengali Language: A Text Similarity-Based Approach

Mar 25, 2022
Satyajit Ghosh, Aniruddha Ghosh, Bittaswer Ghosh, Abhishek Roy

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Predictive Closed-Loop Service Automation in O-RAN based Network Slicing

Feb 04, 2022
Joseph Thaliath, Solmaz Niknam, Sukhdeep Singh, Rahul Banerji, Navrati Saxena, Harpreet S. Dhillon, Jeffrey H. Reed, Ali Kashif Bashir, Avinash Bhat, Abhishek Roy

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Predictive Price-Performance Optimization for Serverless Query Processing

Dec 16, 2021
Rathijit Sen, Abhishek Roy, Alekh Jindal

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Phoebe: A Learning-based Checkpoint Optimizer

Oct 05, 2021
Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal

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On Empirical Risk Minimization with Dependent and Heavy-Tailed Data

Sep 10, 2021
Abhishek Roy, Krishnakumar Balasubramanian, Murat A. Erdogdu

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