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2020 – today
- 2024
[j5]David T. Mildebrath, Taewoo Lee
, Saumya Sinha, Andrew J. Schaefer, A. Osama Gaber:
Characterizing Rational Transplant Program Response to Outcome-Based Regulation. Oper. Res. 72(4): 1421-1437 (2024)- [j4]Alex Dunbar, Saumya Sinha, Andrew J. Schaefer:
Relaxations and duality for multiobjective integer programming. Math. Program. 207(1): 577-616 (2024) - [j3]Seth Brown, Saumya Sinha, Andrew J. Schaefer:
Markov decision process design: A framework for integrating strategic and operational decisions. Oper. Res. Lett. 54: 107090 (2024) - [i5]Patrick Emami, Zhaonan Li, Saumya Sinha, Truc Nguyen:
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems. CoRR abs/2405.19653 (2024) - [i4]Saumya Sinha, Brandon Benton, Patrick Emami:
On the Effectiveness of Neural Operators at Zero-Shot Weather Downscaling. CoRR abs/2409.13955 (2024) - 2023
- [i3]Seth Brown, Saumya Sinha, Andrew J. Schaefer:
Markov Decision Process Design: A Framework for Integrating Strategic and Operational Decisions. CoRR abs/2304.03765 (2023) - [i2]Saumya Sinha, John Fasullo, Robert Steven Nerem, Claire Monteleoni:
Sea level Projections with Machine Learning using Altimetry and Climate Model ensembles. CoRR abs/2308.02460 (2023) - [i1]Saumya Sinha, John Fasullo, Robert Steven Nerem, Claire Monteleoni:
Multi-decadal Sea Level Prediction using Neural Networks and Spectral Clustering on Climate Model Large Ensembles and Satellite Altimeter Data. CoRR abs/2310.04540 (2023) - 2020
- [c1]Saumya Sinha, Sophie Giffard-Roisin, Fatima Karbou, Michael Deschatres, Anna Karas, Nicolas Eckert, Cécile Coléou, Claire Monteleoni:
Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery. CI 2020: 113-119
2010 – 2019
- 2016
- [j2]Saumya Sinha, Archis Ghate:
Policy iteration for robust nonstationary Markov decision processes. Optim. Lett. 10(8): 1613-1628 (2016) - [j1]Saumya Sinha, Jakob Kotas, Archis Ghate:
Robust response-guided dosing. Oper. Res. Lett. 44(3): 394-399 (2016)
Coauthor Index
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