Saumya Sinha

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Topics

Operational Decisions

Markov Decision Process

Integer Programming

Top Venues

Oper. Res. Lett.

Publications

Seth Brown, Saumya Sinha, Andrew J. Schaefer
Markov decision process design: A framework for integrating strategic and operational decisions. Oper. Res. Lett. 54 (2024)
Alex Dunbar, Saumya Sinha, Andrew J. Schaefer
Relaxations and duality for multiobjective integer programming. Math. Program. 207 (1) (2024)
Patrick Emami, Zhaonan Li, Saumya Sinha, Truc Nguyen
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems. CoRR (2024)
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)