Roy, Abhishek
- Intelligent O-RAN for Beyond 5G and 6G Wireless Networks
2020/05/17 by Niknam, Solmaz, Roy, Abhishek, Dhillon, Harpreet S. +5 · 4 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Predictive Closed-Loop Service Automation in O-RAN based Network Slicing
2022/02/04 by Thaliath, Joseph, Niknam, Solmaz, Singh, Sukhdeep +7 · 3 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Online and Bandit Algorithms for Nonstationary Stochastic Saddle-Point Optimization
2019/12/03 by Roy, Abhishek, Chen, Yifang, Balasubramanian, Krishnakumar +1 · 2 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistics Theory (math.ST)
- On Empirical Risk Minimization with Dependent and Heavy-Tailed Data
2021/09/06 by Abhishek Roy, Roy, Abhishek, Krishnakumar Balasubramanian +3 · 2 citations
Mathematics · Decision Sciences · #Statistical Methods and Inference #Markov Chains and Monte Carlo Methods #Risk and Portfolio Optimization
- Suspicion-Free Adversarial Attacks on Clustering Algorithms
2019/11/16 by Chhabra, Anshuman, Roy, Abhishek, Mohapatra, Prasant · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
2022/06/22 by Abhishek Roy, Krishnakumar Balasubramanian, Roy, Abhishek +3 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
- Sketch2FullStack: Generating Skeleton Code of Full Stack Website and Application from Sketch using Deep Learning and Computer Vision
2022/11/26 by Somoy Subandhu Barua, Barua, Somoy Subandhu, Imam Mohammad Zulkarnain +7 · 1 citation
Computer Science · #68T07 (Primary) #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #D.2.1 #D.2.2 #FOS: Computer and information sciences #I.2.10 #I.2.2 #I.2.5 #I.4.0 #I.4.9 #I.7.0 #Neural and Evolutionary Computing (cs.NE) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Web Data Mining and Analysis
- Multi-Point Bandit Algorithms for Nonstationary Online Nonconvex Optimization
2019/07/31 by Abhishek Roy, Krishnakumar Balasubramanian, Roy, Abhishek +5 · 2 citations
Decision Sciences · Computer Science · Engineering · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Advanced Wireless Network Optimization
- A Survey of Scam Exposure, Victimization, Types, Vectors, and Reporting in 12 Countries
2024/07/17 by Houtti, Mo, Roy, Abhishek, Gangula, Venkata Narsi Reddy +1 · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Online Covariance Estimation in Nonsmooth Stochastic Approximation
2025/02/07 by Liwei Jiang, Jiang, Liwei, Abhishek Roy +9 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Management and Algorithms #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)