Samarth Gupta

Indian Institute of Technology Kanpur — India

Chemistry · Physical Sciences

10h-index655citations73works0.02yr avg
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Research Topics

Radioactive element chemistry and processing(18), Advanced Bandit Algorithms Research(11), Iron and Steelmaking Processes(7), Chemical Thermodynamics and Molecular Structure(7), Machine Learning and Algorithms(6)

Publications73 total

Disentanglement in T-space for Faster and Distributed Training of Diffusion Models with Fewer Latent-states
arXiv (Cornell University)·2025Open Access
Metal Extraction Informatics: A Conceptual Framework for Sustainable Metal Extraction
˜The œminerals, metals & materials series·2025
Approximate Newton Policy Gradient Algorithms
SIAM Journal on Scientific Computing·2023· 3 cited
Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference
arXiv (Cornell University)·2023· 1 citedOpen Access
Correlated Combinatorial Bandits for Online Resource Allocation
ACM SIGMETRICS Performance Evaluation Review·2023
Spotlight in Plastic Surgery: April 2023
Plastic & Reconstructive Surgery·2023
Correlated combinatorial bandits for online resource allocation
2022· 4 citedOpen Access
Bayesian regularization of empirical MDPs
arXiv (Cornell University)·2022Open Access
Approximate Newton policy gradient algorithms
arXiv (Cornell University)·2021· 2 citedOpen Access
A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits
2021· 5 cited
Bandit-based Communication-Efficient Client Selection Strategies for\n Federated Learning
arXiv (Cornell University)·2020Open Access
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning
2020· 10 citedOpen Access
A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting
IEEE Journal on Selected Areas in Information Theory·2020· 11 citedOpen Access
Integer Programming-based Error-Correcting Output Code Design for Robust Classification
arXiv (Cornell University)·2020Open Access
Integer Programming-based Error-Correcting Output Code Design for Robust\n Classification
arXiv (Cornell University)·2020· 1 citedOpen Access
Correlated Multi-Armed Bandits with A Latent Random Source
2020· 4 citedOpen Access
Real-Time Predictive Control Strategy Optimization
Transportation Research Record Journal of the Transportation Research Board·2020Open Access
Effect of Recommendations on Serving Content with Unknown Demand
ACM Transactions on Modeling and Performance Evaluation of Computing Systems·2019· 3 cited
A Unified Approach to Translate Classical Bandit Algorithms to the\n Structured Bandit Setting
arXiv (Cornell University)·2018· 1 citedOpen Access
Exploiting Correlation in Finite-Armed Structured Bandits.
arXiv (Cornell University)·2018· 6 citedOpen Access
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Frequent Co-authors

Gauri Joshi(8), Osman Yağan(8), Gary Tan(5), S. D. Marwah(5), C. S. Pände(4), Vinh-An Vu(3), Shreyas Chaudhari(3), Subhojyoti Mukherjee(3), B. N. Sharga(3), Saurabh Amin(3), P. Prachethan Kumar(2), D. R. Bhaskar(2), Raj Senani(2), A. K. Singh(2), Ravi Seshadri(2), Moshe Ben‐Akiva(2), Haoya Li(2), Hsiang‐Fu Yu(2), Lexing Ying(2), Inderjit S. Dhillon(2)