Samarth Gupta

According to our database, Samarth Gupta authored at least 28 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference.

Samarth Gupta, Saurabh Amin

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023

Approximate Newton Policy Gradient Algorithms.

Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon

SIAM J. Sci. Comput., October, 2023

Correlated Combinatorial Bandits for Online Resource Allocation.

Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan

SIGMETRICS Perform. Evaluation Rev., April, 2023

Heart Failure Prediction Using Different Machine Learning Algorithms.

Ananya Aggarwal, Samarth Gupta, Vanshita Varshney, Shruti Jaiswal

Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023

2022

Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring.

Samarth Gupta, Saurabh Amin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Multi-Armed Bandits With Correlated Arms.

Samarth Gupta, Shreyas Chaudhari, Gauri Joshi, Osman Yagan

IEEE Trans. Inf. Theory, 2021

Best-Arm Identification in Correlated Multi-Armed Bandits.

Samarth Gupta, Gauri Joshi, Osman Yagan

IEEE J. Sel. Areas Inf. Theory, 2021

Quasi-Newton policy gradient algorithms.

Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon

CoRR, 2021

Integer programming-based error-correcting output code design for robust classification.

Samarth Gupta, Saurabh Amin

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits.

Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting.

Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan

IEEE J. Sel. Areas Inf. Theory, 2020

Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods.

Samarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Real Time Face Recognition on an Edge Computing Device.

Samarth Gupta

Proceedings of the 9th International Conference on Software and Computer Applications, 2020

Correlated Multi-Armed Bandits with A Latent Random Source.

Samarth Gupta, Gauri Joshi, Osman Yagan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning.

Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Effect of Recommendations on Serving Content with Unknown Demand.

Samarth Gupta, Sharayu Moharir

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019

Real-Time Predictive Control Strategy Optimization.

Samarth Gupta, Ravi Seshadri, Bilge Atasoy, A. Arun Prakash, Francisco C. Pereira, Gary Tan, Moshe E. Ben-Akiva

CoRR, 2019

2018

A simulation framework for crisis management: Design and use.

Seth N. Hetu, Samarth Gupta, Vinh-An Vu, Gary Tan

Simul. Model. Pract. Theory, 2018

Exploiting Correlation in Finite-Armed Structured Bandits.

Samarth Gupta, Gauri Joshi, Osman Yagan

CoRR, 2018

Object Detection in Foggy Conditions by Fusion of Saliency Map and YOLO.

Sarthak Katyal, Sanjay Kumar, Ronak Sakhuja, Samarth Gupta

Proceedings of the 12th International Conference on Sensing Technology, 2018

Active Distribution Learning from Indirect Samples.

Samarth Gupta, Gauri Joshi, Osman Yagan

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Modeling Request Patterns in VoD Services with Recommendation Systems.

Samarth Gupta, Sharayu Moharir

Proceedings of the Communication Systems and Networks - 9th International Conference, 2017

Request patterns and caching for VoD services with recommendation systems.

Samarth Gupta, Sharayu Moharir

Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

2016

An EDA Framework for Reliability Estimation and Optimization of Combinational Circuits.

Satish Grandhi, Bo Yang, Christian Spagnol, Samarth Gupta, Emanuel M. Popovici

J. Low Power Electron., 2016

Bayesian Optimization in High Dimensional Input Space.

Jaemin Son, Samarth Gupta, Gary Tan

Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques, 2016

Automated vehicle detection using optical fiber communication.

Samarth Gupta, Vikas Upadhyaya

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

2015

A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs.

Samarth Gupta, Gary Tan

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2011

A few useful considerations in the development of intra-day trading software: comparing indian intra-day trading software with foreign software.

Arun Sharma, Samarth Gupta

ACM SIGSOFT Softw. Eng. Notes, 2011