Luca Masserano

Joined

May 2022

Names

Luca Masserano (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

,

****@gmail.com

Personal Links

Career & Education History

PhD student

CMU, Carnegie Mellon University (andrew.cmu.edu)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2025

PhD Advisor

Barnabas Poczos

2020 – 2025

Expertise

Statistics

Present

Machine Learning

Present

Simulation-based Inference

Present

Uncertainty Quantification

Present

Optimization

Present

Probabilistic Forecasting

Present

Publications

Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
Luca Masserano, Abdul Fatir Ansari, Boran Han, Xiyuan Zhang, Christos Faloutsos, Michael W. Mahoney, Andrew Gordon Wilson, Youngsuk Park, Syama Sundar Rangapuram, Danielle C. Maddix, Bernie Wang
- ICML 2025 poster
- Readers: Everyone
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
Luca Masserano, Abdul Fatir Ansari, Boran Han, Xiyuan Zhang, Christos Faloutsos, Michael W. Mahoney, Andrew Gordon Wilson, Youngsuk Park, Syama Sundar Rangapuram, Danielle C. Maddix, Bernie Wang
- Submitted to ICLR 2025
- Readers: Everyone
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
Luca Masserano, Alexander Shen, Michele Doro, Tommaso Dorigo, Rafael Izbicki, Ann B. Lee
- ICML 2024 Poster
- Readers: Everyone
Adaptive Sampling for Probabilistic Forecasting under Distribution Shift
Luca Masserano, Syama Sundar Rangapuram, Shubham Kapoor, Rajbir Singh Nirwan, Youngsuk Park, Michael Bohlke-Schneider
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- NeurIPS 2022 Workshop DistShift Poster
- Readers: Everyone

Co-Authors