Sanket Shah

Orcid: 0000-0002-0632-7966

According to our database1, Sanket Shah authored at least 25 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Evaluating the Effectiveness of Index-Based Treatment Allocation.
CoRR, 2024

Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Learning (Local) Surrogate Loss Functions for Predict-Then-Optimize Problems.
CoRR, 2022

Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain.
CoRR, 2022

Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Joint Pricing and Matching for City-Scale Ride-Pooling.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

2021
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning.
CoRR, 2021

Multilingual and code-switching ASR challenges for low resource Indian languages.
CoRR, 2021

Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Q-Learning Lagrange Policies for Multi-Action Restless Bandits.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages.
CoRR, 2020

Learning not to Discriminate: Task Agnostic Learning for Improving Monolingual and Code-switched Speech Recognition.
CoRR, 2020

Learning to Recognize Code-switched Speech Without Forgetting Monolingual Speech Recognition.
CoRR, 2020

Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Neural Approximate Dynamic Programming for On-Demand Ride-Pooling.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Unsung Challenges of Building and Deploying Language Technologies for Low Resource Language Communities.
CoRR, 2019

Using Monolingual Speech Recognition for Spoken Term Detection in Code-switched Hindi-English Speech.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

KVQA: Knowledge-Aware Visual Question Answering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017
Portfolio Optimization in Dynamic Environments Using MemSPEAII.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2017

2007
HIS-KCWater: context-aware geospatial data and service integration.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

2006
Design and Implementation of a Network Processor Based 10Gbps Network Traffic Generator.
Proceedings of the Distributed Computing and Networking, 8th International Conference, 2006


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