Samarth Gupta

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 37

Top Topics

Recommendation Systems

Multi Armed Bandits

Learning Algorithm

Resource Allocation

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Samarth Gupta, Saurabh Amin
Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference. L4DC (2024)
Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
Approximate Newton Policy Gradient Algorithms. SIAM J. Sci. Comput. 45 (5) (2023)
Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan
Correlated Combinatorial Bandits for Online Resource Allocation. SIGMETRICS Perform. Evaluation Rev. 50 (4) (2023)
Samarth Gupta, Saurabh Amin
Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference. CoRR (2023)
Ananya Aggarwal, Samarth Gupta, Vanshita Varshney, Shruti Jaiswal
Heart Failure Prediction Using Different Machine Learning Algorithms. IC3 (2023)
Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan
Correlated combinatorial bandits for online resource allocation. MobiHoc (2022)
Samarth Gupta, Saurabh Amin
Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring. NeurIPS (2022)
Samarth Gupta, Gauri Joshi, Osman Yagan
Best-Arm Identification in Correlated Multi-Armed Bandits. IEEE J. Sel. Areas Inf. Theory 2 (2) (2021)
Samarth Gupta, Shreyas Chaudhari, Gauri Joshi, Osman Yagan
Multi-Armed Bandits With Correlated Arms. IEEE Trans. Inf. Theory 67 (10) (2021)
Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
Quasi-Newton policy gradient algorithms. CoRR (2021)
Samarth Gupta, Gauri Joshi, Osman Yagan
Best-Arm Identification in Correlated Multi-Armed Bandits. CoRR (2021)
Samarth Gupta, Saurabh Amin
Integer programming-based error-correcting output code design for robust classification. UAI (2021)
Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan
A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits. ICASSP (2021)
Samarth Gupta, Gauri Joshi, Osman Yagan
Correlated Multi-Armed Bandits with A Latent Random Source. ICASSP (2020)
Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. ACSSC (2020)
Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan
A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting. IEEE J. Sel. Areas Inf. Theory 1 (3) (2020)
Samarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng
Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Samarth Gupta, Saurabh Amin
Integer Programming-based Error-Correcting Output Code Design for Robust Classification. CoRR (2020)
Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. CoRR (2020)
Samarth Gupta
Real Time Face Recognition on an Edge Computing Device. ICSCA (2020)
Samarth Gupta, Sharayu Moharir
Effect of Recommendations on Serving Content with Unknown Demand. ACM Trans. Model. Perform. Evaluation Comput. Syst. 4 (1) (2019)
Samarth Gupta, Ravi Seshadri, Bilge Atasoy, A. Arun Prakash, Francisco C. Pereira, Gary Tan, Moshe E. Ben-Akiva
Real-Time Predictive Control Strategy Optimization. CoRR (2019)
Samarth Gupta, Shreyas Chaudhari, Gauri Joshi, Osman Yagan
Multi-Armed Bandits with Correlated Arms. CoRR (2019)
Samarth Gupta, Gauri Joshi, Osman Yagan
Exploiting Correlation in Finite-Armed Structured Bandits. CoRR (2018)
Samarth Gupta, Gauri Joshi, Osman Yagan
Correlated Multi-armed Bandits with a Latent Random Source. CoRR (2018)
Samarth Gupta, Gauri Joshi, Osman Yagan
Active Distribution Learning from Indirect Samples. Allerton (2018)
Seth N. Hetu, Samarth Gupta, Vinh-An Vu, Gary Tan
A simulation framework for crisis management: Design and use. Simul. Model. Pract. Theory 85 (2018)
Samarth Gupta, Gauri Joshi, Osman Yagan
Active Distribution Learning from Indirect Samples. CoRR (2018)
Sarthak Katyal, Sanjay Kumar, Ronak Sakhuja, Samarth Gupta
Object Detection in Foggy Conditions by Fusion of Saliency Map and YOLO. ICST (2018)
Samarth Gupta, Sharayu Moharir
Request patterns and caching for VoD services with recommendation systems. COMSNETS (2017)
Samarth Gupta, Sharayu Moharir
Effect of Recommendations on Serving Content with Unknown Demand. MobiHoc (2017)
Samarth Gupta, Sharayu Moharir
Modeling Request Patterns in VoD Services with Recommendation Systems. COMSNETS (Revised Selected Papers and Invited Papers) (2017)
Samarth Gupta, Vikas Upadhyaya
Automated vehicle detection using optical fiber communication. IEEE SENSORS (2016)
Samarth Gupta, Sharayu Moharir
Request Patterns and Caching for VoD Services with Recommendation Systems. CoRR (2016)
Jaemin Son, Samarth Gupta, Gary Tan
Bayesian Optimization in High Dimensional Input Space. SimuTools (2016)
Satish Grandhi, Bo Yang, Christian Spagnol, Samarth Gupta, Emanuel M. Popovici
An EDA Framework for Reliability Estimation and Optimization of Combinational Circuits. J. Low Power Electron. 12 (3) (2016)
Samarth Gupta, Gary Tan
A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs. CEC (2015)
Arun Sharma, Samarth Gupta
A few useful considerations in the development of intra-day trading software: comparing indian intra-day trading software with foreign software. ACM SIGSOFT Softw. Eng. Notes 36 (4) (2011)