Samarth Gupta

Orcid: 0009-0000-1504-5402

According to our database1, Samarth Gupta authored at least 28 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference.
Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023
Approximate Newton Policy Gradient Algorithms.
SIAM J. Sci. Comput., October, 2023

Correlated Combinatorial Bandits for Online Resource Allocation.
SIGMETRICS Perform. Evaluation Rev., April, 2023

Heart Failure Prediction Using Different Machine Learning Algorithms.
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.
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.
IEEE Trans. Inf. Theory, 2021

Best-Arm Identification in Correlated Multi-Armed Bandits.
IEEE J. Sel. Areas Inf. Theory, 2021

Quasi-Newton policy gradient algorithms.
CoRR, 2021

Integer programming-based error-correcting output code design for robust classification.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting.
IEEE J. Sel. Areas Inf. Theory, 2020

Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Real Time Face Recognition on an Edge Computing Device.
Proceedings of the 9th International Conference on Software and Computer Applications, 2020

Correlated Multi-Armed Bandits with A Latent Random Source.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Effect of Recommendations on Serving Content with Unknown Demand.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019

Real-Time Predictive Control Strategy Optimization.
CoRR, 2019

2018
A simulation framework for crisis management: Design and use.
Simul. Model. Pract. Theory, 2018

Exploiting Correlation in Finite-Armed Structured Bandits.
CoRR, 2018

Object Detection in Foggy Conditions by Fusion of Saliency Map and YOLO.
Proceedings of the 12th International Conference on Sensing Technology, 2018

Active Distribution Learning from Indirect Samples.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Modeling Request Patterns in VoD Services with Recommendation Systems.
Proceedings of the Communication Systems and Networks - 9th International Conference, 2017

Request patterns and caching for VoD services with recommendation systems.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

2016
An EDA Framework for Reliability Estimation and Optimization of Combinational Circuits.
J. Low Power Electron., 2016

Bayesian Optimization in High Dimensional Input Space.
Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques, 2016

Automated vehicle detection using optical fiber communication.
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.
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.
ACM SIGSOFT Softw. Eng. Notes, 2011


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