Talks

• Overcoming the Optimizer’s Curse: Obtaining Realistic Prescriptions from Neural Networks
  International Conference on Machine Learning (ICML) 2024.

• Learning the Optimal Reconciliation for Hierarchical Time Series
  International Conference on Machine Learning (ICML) 2024.

• Manifold-Aligned Counterfactual Explanations for Neural Networks
  International Conference on Artificial Intelligence and Statistics (AISTATS) 2024.

• Learning Prescriptive ReLU Networks
  EPFL - Signal Processing Lab (LTS4) Group, 2023.

• Neural-Informed Decision Trees
  INFORMS MSOM Conference 2023, ACM SIGKDD 2023.

• Learning Prescriptive ReLU Networks
  International Conference on Machine Learning (ICML) 2023.

• Optimizing Objective Functions from ReLU Neural Networks via Sampling
  INFORMS Annual Meeting 2022 & 2022 INFORMS RMP Conference (Spotlight Session).

• A Granular Approach to Optimal and Fair Patient Placement in Hospital Emergency Departments
  INFORMS MSOM Conference 2022.

• A Mechanism Design & Learning Approach for Revenue Maximization on Cloud Dynamic Spot Markets
  IEEE International Conference on Cloud Computing 2021.