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Saumya Sinha
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 6
Top Topics
Markov Decision Process
Spectral Clustering
Operational Decisions
Discounted Reward
Top Venues
CoRR
Oper. Res. Lett.
Optim. Lett.
CI
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Publications
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Seth Brown
,
Saumya Sinha
,
Andrew J. Schaefer
Markov Decision Process Design: A Novel Framework for Integrating Strategic and Operational Decisions.
CoRR
(2023)
Saumya Sinha
,
John Fasullo
,
R. 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
(2023)
Saumya Sinha
,
John Fasullo
,
R. Steven Nerem
,
Claire Monteleoni
Sea level Projections with Machine Learning using Altimetry and Climate Model ensembles.
CoRR
(2023)
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)
Saumya Sinha
,
Archis Ghate
Policy iteration for robust nonstationary Markov decision processes.
Optim. Lett.
10 (8) (2016)
Saumya Sinha
,
Jakob Kotas
,
Archis Ghate
Robust response-guided dosing.
Oper. Res. Lett.
44 (3) (2016)