Mohammad-Amin Charusaie

Joined

June 2020

Names

Mohammad-Amin Charusaie (Preferred)

,

Amin Charusaie

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Eberhard-Karls-Universität Tübingen (uni-tuebingen.de)

2025 – 2025

PhD student

Max-Planck-Institute for Intelligent Systems, Max-Planck Institute (is.mpg.de)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Machine Learning

2021 – 2025

Information theory

2018 – 2021

Publications

Compressibility Measures for Affinely Singular Random Vectors
Mohammad-Amin Charusaie, Stefano Rini, Arash Amini
- OpenReview Archive Direct Upload
- Readers: Everyone
ARMA Processes with Discrete-Continuous Excitation: Compressibility Beyond Sparsity
Mohammad-Amin Charusaie, Stefano Rini, Arash Amini
- OpenReview Archive Direct Upload
- Readers: Everyone
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
Mohammad-Amin Charusaie, Samira Samadi
- Advances in Neural Information Processing Systems 38
- Readers: Everyone
Hermite polynomial features for private data generation
Margarita Vinaroz, Mohammad-Amin Charusaie, Frederik Harder, Kamil Adamczewski, Mijung Park
- OpenReview Archive Direct Upload
- Readers: Everyone
Sample efficient learning of predictors that complement humans
Mohammad-Amin Charusaie, Hussein Mozannar, David Sontag, Samira Samadi
- OpenReview Archive Direct Upload
- Readers: Everyone
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
Mohammad-Amin Charusaie, Samira Samadi
- NeurIPS 2024 poster
- Readers: Everyone
Defer-and-Fusion: Optimal Predictors that Incorporate Human Decisions
Mohammad-Amin Charusaie, Amirmehdi Jafari Fesharaki, Samira Samadi
- PML4LRS Poster
- Readers: Everyone

Co-Authors