A few useful considerations in the development of intra-day trading software: comparing indian intra-day trading software with foreign software. - Arun Sharma 002; Samarth Gupta (ACM SIGSOFT Softw. Eng. Notes, 2011)

A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs. - Samarth Gupta; Gary Tan (CEC, 2015)

Automated vehicle detection using optical fiber communication. - Samarth Gupta; Vikas Upadhyaya (IEEE SENSORS, 2016)

Bayesian Optimization in High Dimensional Input Space. - Jaemin Son; Samarth Gupta; Gary Tan (SimuTools, 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)

Request patterns and caching for VoD services with recommendation systems. - Samarth Gupta; Sharayu Moharir (COMSNETS, 2017)

Modeling Request Patterns in VoD Services with Recommendation Systems. - Samarth Gupta; Sharayu Moharir (COMSNETS (Revised Selected Papers and Invited Papers), 2017)

Active Distribution Learning from Indirect Samples. - Samarth Gupta; Gauri Joshi; Osman Yagan (Allerton, 2018)

Object Detection in Foggy Conditions by Fusion of Saliency Map and YOLO. - Sarthak Katyal; Sanjay Kumar 001; Ronak Sakhuja; Samarth Gupta (ICST, 2018)

Exploiting Correlation in Finite-Armed Structured Bandits. - Samarth Gupta; Gauri Joshi; Osman Yagan (CoRR, 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)

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)

Effect of Recommendations on Serving Content with Unknown Demand. - Samarth Gupta; Sharayu Moharir (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019)

Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. - Yae Jee Cho; Samarth Gupta; Gauri Joshi; Osman Yagan (ACSSC, 2020)

Correlated Multi-Armed Bandits with A Latent Random Source. - Samarth Gupta; Gauri Joshi; Osman Yagan (ICASSP, 2020)

Real Time Face Recognition on an Edge Computing Device. - Samarth Gupta (ICSCA, 2020)

Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. - Samarth Gupta; Yuan Xue 002; Yifu Ding; Daniel Vanselow; Maksim Yakovlev; Damian B. van Rossum; Sharon X. Huang; Keith C. Cheng (Biomedical Applications in Molecular, Structural, and Functional Imaging, 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)

A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits. - Samarth Gupta; Shreyas Chaudhari; Subhojyoti Mukherjee; Gauri Joshi; Osman Yagan (ICASSP, 2021)

Integer programming-based error-correcting output code design for robust classification. - Samarth Gupta; Saurabh Amin (UAI, 2021)

Quasi-Newton policy gradient algorithms. - Haoya Li; Samarth Gupta; Hsiang-Fu Yu; Lexing Ying; Inderjit S. Dhillon (CoRR, 2021)

Best-Arm Identification in Correlated Multi-Armed Bandits. - Samarth Gupta; Gauri Joshi; Osman Yagan (IEEE J. Sel. Areas Inf. Theory, 2021)

Multi-Armed Bandits With Correlated Arms. - Samarth Gupta; Shreyas Chaudhari; Gauri Joshi; Osman Yagan (IEEE Trans. Inf. Theory, 2021)

Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring. - Samarth Gupta; Saurabh Amin (NeurIPS, 2022)

Heart Failure Prediction Using Different Machine Learning Algorithms. - Ananya Aggarwal; Samarth Gupta; Vanshita Varshney; Shruti Jaiswal (IC3, 2023)

Correlated Combinatorial Bandits for Online Resource Allocation. - Samarth Gupta; Jinhang Zuo; Carlee Joe-Wong; Gauri Joshi; Osman Yagan (SIGMETRICS Perform. Evaluation Rev., 2023)

Approximate Newton Policy Gradient Algorithms. - Haoya Li; Samarth Gupta; Hsiang-Fu Yu; Lexing Ying; Inderjit S. Dhillon (SIAM J. Sci. Comput., 2023)

Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference. - Samarth Gupta; Saurabh Amin (L4DC, 2024)