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Abhishek Roy

Department of Statistics, University of California, Davis

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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* 12 pages, 10 figures, preprint 

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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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* 1 figure 

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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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* A preprint is done on preprints.org 

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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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* 7 pages, 3 figures, 1 table 

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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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* Proceedings of the VLDB Endowment 14 (11), 2505-2518, 2021 

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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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* fixed minor typos 

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Escaping Saddle-Points Faster under Interpolation-like Conditions


Sep 28, 2020
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi, Prasant Mohapatra

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* To appear in NeurIPS, 2020 

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Intelligent O-RAN for Beyond 5G and 6G Wireless Networks


May 17, 2020
Solmaz Niknam, Abhishek Roy, Harpreet S. Dhillon, Sukhdeep Singh, Rahul Banerji, Jeffery H. Reed, Navrati Saxena, Seungil Yoon

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