Michele Donini

Scientist, Amazon

Joined

December 2017

Names

Michele Donini

Emails

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

****@amazon.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Scientist

Amazon (amazon.com)

2018 – Present

Postdoc

Istituto Italiano di Tecnologia (iit.it)

2017 – 2018

Postdoc

University College London (ucl.ac.uk)

2015 – 2016

Advisors, Relations & Conflicts

Coauthor

Luca Oneto

Present

Coauthor

Massimiliano Pontil

Present

Expertise

algorithmic fairness

2016 – Present

autoML

2016 – Present

kernel methods

2013 – 2016

Publications

Multi-Objective Multi-Fidelity Hyperparameter Optimization with Application to Fairness
Robin Schmucker, Michele Donini, Valerio Perrone, Cedric Archambeau
- NeurIPS Workshop on Meta-learning
- Readers: Everyone
Fair Bayesian Optimization
Valerio Perrone, Michele Donini, Muhammad Bilal Zafar, Robin Schmucker, Krishnaram Kenthapadi, Cedric Archambeau
- AAAI/ACM Conference on AI, Ethics, and Society
- Readers: Everyone
Explaining Probabilistic Models with Distributional Values
Luca Franceschi, Michele Donini, Cedric Archambeau, Matthias Seeger
- ICML 2024 Spotlight
- Readers: Everyone
Geographical Erasure in Language Generation
Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cedric Archambeau, Danish Pruthi
- EMNLP 2023 Findings
- Readers: Everyone
Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography
Luca Franceschi, Cemre Zor, Muhammad Bilal Zafar, Gianluca Detommaso, Cedric Archambeau, Tamas Madl, Michele Donini, Matthias Seeger
- Published: 07 Mar 2023, Last Modified: 04 Apr 2023
- ICLR 2023 Workshop TML4H Oral
- Readers: Everyone
Empirical Risk Minimization Under Fairness Constraints
Michele Donini, Luca Oneto, Shai Ben-David, John Shawe-Taylor, Massimiliano Pontil
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Forward and Reverse Gradient-Based Hyperparameter Optimization
Luca Franceschi, Michele Donini, Paolo Frasconi, Massimiliano Pontil
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone

Michele Donini

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Multi-Objective Multi-Fidelity Hyperparameter Optimization with Application to Fairness

Fair Bayesian Optimization

Explaining Probabilistic Models with Distributional Values

Geographical Erasure in Language Generation

Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography

Empirical Risk Minimization Under Fairness Constraints

Forward and Reverse Gradient-Based Hyperparameter Optimization

Co-Authors