Picture for Sanket Shah

Sanket Shah

Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning

Mar 08, 2024
Figure 1 for Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning
Figure 2 for Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning
Figure 3 for Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning
Figure 4 for Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning
Viaarxiv icon

Evaluating the Effectiveness of Index-Based Treatment Allocation

Feb 19, 2024
Viaarxiv icon

Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize

May 26, 2023
Figure 1 for Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
Figure 2 for Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
Figure 3 for Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
Figure 4 for Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
Viaarxiv icon

Learning (Local) Surrogate Loss Functions for Predict-Then-Optimize Problems

Mar 30, 2022
Figure 1 for Learning (Local) Surrogate Loss Functions for Predict-Then-Optimize Problems
Figure 2 for Learning (Local) Surrogate Loss Functions for Predict-Then-Optimize Problems
Viaarxiv icon

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

Feb 02, 2022
Figure 1 for Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain
Figure 2 for Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain
Figure 3 for Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain
Figure 4 for Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain
Viaarxiv icon

Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling

Add code
Oct 07, 2021
Figure 1 for Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling
Figure 2 for Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling
Figure 3 for Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling
Viaarxiv icon

Q-Learning Lagrange Policies for Multi-Action Restless Bandits

Add code
Jun 22, 2021
Figure 1 for Q-Learning Lagrange Policies for Multi-Action Restless Bandits
Figure 2 for Q-Learning Lagrange Policies for Multi-Action Restless Bandits
Figure 3 for Q-Learning Lagrange Policies for Multi-Action Restless Bandits
Viaarxiv icon

Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning

Add code
Jun 14, 2021
Figure 1 for Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
Figure 2 for Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
Figure 3 for Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
Figure 4 for Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
Viaarxiv icon

Multilingual and code-switching ASR challenges for low resource Indian languages

Add code
Apr 01, 2021
Figure 1 for Multilingual and code-switching ASR challenges for low resource Indian languages
Figure 2 for Multilingual and code-switching ASR challenges for low resource Indian languages
Figure 3 for Multilingual and code-switching ASR challenges for low resource Indian languages
Figure 4 for Multilingual and code-switching ASR challenges for low resource Indian languages
Viaarxiv icon

Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages

Nov 12, 2020
Figure 1 for Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages
Figure 2 for Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages
Figure 3 for Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages
Figure 4 for Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages
Viaarxiv icon