Sanket Shah
11 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (10) π Conference Polyglot (6) π Academic Marathon (6) π Renaissance Researcher (10)
π
Renaissance Researcher
(10)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(29)
π₯
Mega-Team
(20)
π
Century Club
(11)
π
Conference Pioneer
ποΈ
Keyword Collector
(56)
π₯
Unstoppable
(7)
π
Trend Setter
Conferences
AAAI (5)
NIPS (2)
EMNLP (1)
IJCAI (1)
INTERSPEECH (1)
UAI (1)
Top co-authors
Keywords
decision-focused learning
(3)
loss function learning
(2)
resource allocation
(2)
reinforcement learning
(2)
predictive model
(2)
visual question answering
(1)
natural language processing
(1)
deep reinforcement learning
(1)
automatic speech recognition
(1)
multi-modal learning
(1)
markov decision process
(1)
value function
(1)
approximate dynamic programming
(1)
statistical evaluation
(1)
sample efficiency
(1)
algorithm design
(1)
machine learning
(1)
commonsense knowledge
(1)
integer linear programming
(1)
sequential decision
(1)
Papers
Evaluating Index-based Treatment Allocation in Underresourced Communities
AAAI 2025
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
UAI 2024
Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize
AAAI 2024
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health
AAAI 2023
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
NIPS 2022
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages
INTERSPEECH 2021
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning
NIPS 2021
Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling
IJCAI 2021
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling
AAAI 2020
KVQA: Knowledge-Aware Visual Question Answering
AAAI 2019
CoSSAT: Code-Switched Speech Annotation Tool
EMNLP 2019