Samarth Gupta - RankMe

39 papers A* 1A 2B 3Misc 4Journal 21Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Disentanglement in T-space for Faster and Distributed Training of Diffusion Models with Fewer Latent-states. CoRR Samarth Gupta, Raghudeep Gadde, Rui Chen, Aleix M. Martínez
2024	—	`conf`	Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference. L4DC Samarth Gupta, Saurabh Amin
2023	J	`jnl`	Approximate Newton Policy Gradient Algorithms. SIAM J. Sci. Comput. Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
2023	J	`jnl`	Correlated Combinatorial Bandits for Online Resource Allocation. SIGMETRICS Perform. Evaluation Rev. Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan
2023	—	`conf`	Heart Failure Prediction Using Different Machine Learning Algorithms. IC3 Ananya Aggarwal, Samarth Gupta, Vanshita Varshney, Shruti Jaiswal
2023	J	`jnl`	Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference. CoRR Samarth Gupta, Saurabh Amin
2022	B	`conf`	Correlated combinatorial bandits for online resource allocation. MobiHoc Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan
2022	A*	`conf`	Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring. NeurIPS Samarth Gupta, Saurabh Amin
2021	Misc	`conf`	A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits. ICASSP Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan
2021	J	`jnl`	Best-Arm Identification in Correlated Multi-Armed Bandits. CoRR Samarth Gupta, Gauri Joshi, Osman Yagan
2021	J	`jnl`	Best-Arm Identification in Correlated Multi-Armed Bandits. IEEE J. Sel. Areas Inf. Theory Samarth Gupta, Gauri Joshi, Osman Yagan
2021	A	`conf`	Integer programming-based error-correcting output code design for robust classification. UAI Samarth Gupta, Saurabh Amin
2021	J	`jnl`	Multi-Armed Bandits With Correlated Arms. IEEE Trans. Inf. Theory Samarth Gupta, Shreyas Chaudhari, Gauri Joshi, Osman Yagan
2021	J	`jnl`	Quasi-Newton policy gradient algorithms. CoRR Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon
2020	J	`jnl`	A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting. IEEE J. Sel. Areas Inf. Theory Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan
2020	Misc	`conf`	Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. ACSSC Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
2020	J	`jnl`	Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. CoRR Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan
2020	Misc	`conf`	Correlated Multi-Armed Bandits with A Latent Random Source. ICASSP Samarth Gupta, Gauri Joshi, Osman Yagan
2020	J	`jnl`	Integer Programming-based Error-Correcting Output Code Design for Robust Classification. CoRR Samarth Gupta, Saurabh Amin
2020	—	`conf`	Real Time Face Recognition on an Edge Computing Device. ICSCA Samarth Gupta
2020	—	`conf`	Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. Biomedical Applications in Molecular, Structural, and Functional Imaging Samarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng
2019	J	`jnl`	Effect of Recommendations on Serving Content with Unknown Demand. ACM Trans. Model. Perform. Evaluation Comput. Syst. Samarth Gupta, Sharayu Moharir
2019	J	`jnl`	Multi-Armed Bandits with Correlated Arms. CoRR Samarth Gupta, Shreyas Chaudhari, Gauri Joshi, Osman Yagan
2019	J	`jnl`	Real-Time Predictive Control Strategy Optimization. CoRR Samarth Gupta, Ravi Seshadri, Bilge Atasoy, A. Arun Prakash, Francisco C. Pereira, Gary Tan, Moshe E. Ben-Akiva
2018	J	`jnl`	A simulation framework for crisis management: Design and use. Simul. Model. Pract. Theory Seth N. Hetu, Samarth Gupta, Vinh-An Vu, Gary Tan
2018	—	`conf`	Active Distribution Learning from Indirect Samples. Allerton Samarth Gupta, Gauri Joshi, Osman Yagan
2018	J	`jnl`	Active Distribution Learning from Indirect Samples. CoRR Samarth Gupta, Gauri Joshi, Osman Yagan
2018	J	`jnl`	Correlated Multi-armed Bandits with a Latent Random Source. CoRR Samarth Gupta, Gauri Joshi, Osman Yagan
2018	J	`jnl`	Exploiting Correlation in Finite-Armed Structured Bandits. CoRR Samarth Gupta, Gauri Joshi, Osman Yagan
2018	A	`conf`	Object Detection in Foggy Conditions by Fusion of Saliency Map and YOLO. ICST Sarthak Katyal, Sanjay Kumar, Ronak Sakhuja, Samarth Gupta
2017	B	`conf`	Effect of Recommendations on Serving Content with Unknown Demand. MobiHoc Samarth Gupta, Sharayu Moharir
2017	—	`conf`	Modeling Request Patterns in VoD Services with Recommendation Systems. COMSNETS (Revised Selected Papers and Invited Papers) Samarth Gupta, Sharayu Moharir
2017	Misc	`conf`	Request patterns and caching for VoD services with recommendation systems. COMSNETS Samarth Gupta, Sharayu Moharir
2016	J	`jnl`	An EDA Framework for Reliability Estimation and Optimization of Combinational Circuits. J. Low Power Electron. Satish Grandhi, Bo Yang, Christian Spagnol, Samarth Gupta, Emanuel M. Popovici
2016	—	`conf`	Automated vehicle detection using optical fiber communication. IEEE SENSORS Samarth Gupta, Vikas Upadhyaya
2016	—	`conf`	Bayesian Optimization in High Dimensional Input Space. SimuTools Jaemin Son, Samarth Gupta, Gary Tan
2016	J	`jnl`	Request Patterns and Caching for VoD Services with Recommendation Systems. CoRR Samarth Gupta, Sharayu Moharir
2015	B	`conf`	A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs. CEC Samarth Gupta, Gary Tan
2011	J	`jnl`	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 Arun Sharma, Samarth Gupta