Sanket Shah
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Publications
Type
Uncategorized
Conference paper
Date
2023
2022
2021
2020
Sanket Shah
,
Arun Suggala
,
Milind Tambe
,
Aparna Taneja
(2023).
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning
. AAMAS-24.
Sanket Shah
,
Bryan Wilder
,
Andrew Perrault
,
Milind Tambe
(2023).
Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
. AAAI-24.
PDF
Kai Wang
,
Shresth Verma
,
Aditya Mate
,
Sanket Shah
,
Aparna Taneja
,
Neha Madhiwalla
,
Aparna Hegde
,
Milind Tambe
(2023).
Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain
. AAAI-23.
PDF
Sanket Shah
,
Kai Wang
,
Bryan Wilder
,
Andrew Perrault
,
Milind Tambe
(2022).
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
. NeurIPS-22.
PDF
Slides
Video
Sanket Shah
,
Meghna Lowalekar
,
Pradeep Varakantham
(2022).
Joint Pricing and Matching for City-Scale Ride-Pooling
. In
ICAPS-2022
.
PDF
Poster
Video
Kai Wang
,
Sanket Shah
,
Haipeng Chen
,
Andrew Perrault
,
Finale Doshi-Velez
,
Milind Tambe
(2021).
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
. In
NeurIPS-21
.
PDF
Code
Video
Ashwin Kumar
,
Sanket Shah
,
Meghna Lowalekar
,
Pradeep Varakantham
,
Alvitta Ottley
,
William Yeoh
(2021).
FairVizARD: A Visualization System for Assessing Fairness of Ride-Sharing Matching Algorithms
. In
ICAPS-2021
.
PDF
Naveen Raman
,
Sanket Shah
,
John Dickerson
(2021).
Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling
. In
IJCAI-21
.
PDF
Code
Jackson Killian
,
Arpita Biswas
,
Sanket Shah
,
Milind Tambe
(2020).
Q-Learning Lagrange Policies for Multi-Action Restless Bandits
. In
KDD-21
.
PDF
Code
Sanket Shah
,
Arunesh Sinha
,
Pradeep Varakantham
,
Andrew Perrault
,
Milind Tambe
(2020).
Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning
. In
AAAI-20
.
PDF
Code
Poster
Video
Sanket Shah
,
Meghna Lowalekar
,
Pradeep Varakantham
(2020).
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling
. In
AAAI-20
.
PDF
Code
Video
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