OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Aurelien Lucchi
Associate Professor, Department of Mathematics and Computer Science, University of Basel
Joined
September 2017
Names
Aurelien Lucchi
,
Aurélien Lucchi
Emails
****@inf.ethz.ch
(Confirmed)
,
****@epfl.ch
(Confirmed)
,
****@inf.ethz.ch
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@unibas.ch
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Semantic Scholar
Career & Education History
Associate Professor
Department of Mathematics and Computer Science,
University of Basel
(unibas.ch)
2025
–
Present
Assistant Professor
Department of Mathematics and Computer Science,
University of Basel
(unibas.ch)
2022
–
2025
Researcher
Swiss Federal Institute of Technology
(ethz.ch)
2017
–
2021
Postdoc
Swiss Federal Institute of Technology
(ethz.ch)
2013
–
2017
PhD student
Swiss Federal Institute of Technology Lausanne
(epfl.ch)
2008
–
2013
Advisors, Relations & Conflicts
PhD Advisee
Enea Monzio Compagnoni
Present
PhD Advisee
Rustem Islamov
Present
PhD Advisee
Tin Sum Cheng
Present
PhD Advisee
Jim Zhao
Present
Postdoc Advisor
Thomas Hofmann
2013
–
2017
Coauthor
Xavier Boix
2011
–
2016
Coauthor
Simon Lacoste-julien
2015
–
2015
Coauthor
Yunpeng Li
2011
–
2015
Coauthor
Carlos Becker
2011
–
2015
Coauthor
Yunpeng Li
2011
–
2015
Coauthor
Kevin Smith
2010
–
2015
Coauthor
Sabine Susstrunk
2011
–
2014
Coauthor
Appu Shaji
2011
–
2014
Coauthor
Raphael Sznitman
2011
–
2014
Coauthor
Pascal Fua
2011
–
2014
Coauthor
Vincent Lepetit
2011
–
2014
Coauthor
Bruno Jedynak
2011
–
2014
Coauthor
Marco Cantoni
2013
–
2013
Coauthor
Natasa Pjescic-emedji
2012
–
2012
Coauthor
Vincent Lepetit
2010
–
2010
Expertise
Reasoning
,
Fine-tuning
2024
–
Present
Stochastic Optimization
,
Convex Optimization
,
Non-convex Optimization
,
Deep Learning theory
2012
–
Present
Publications
Frontier Learning: Training LLM Reasoners at the Edge of Capability
Shyam Sundhar Ramesh
,
Robin Faro
,
Enea Monzio Compagnoni
,
Ilija Bogunovic
,
Aurelien Lucchi
ICML 2026 FoGen Workshop Poster
Readers:
Everyone
Multi-Task GRPO: Reliable LLM Reasoning Across Tasks
Shyam Sundhar Ramesh
,
Xiaotong Ji
,
Matthieu Zimmer
,
Sangwoong Yoon
,
Zhiyong Wang
,
Haitham Bou Ammar
,
Aurelien Lucchi
,
Ilija Bogunovic
Forty-third International Conference on Machine Learning 2026
Readers:
Everyone
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
Enea Monzio Compagnoni
,
Alessandro Stanghellini
,
Rustem Islamov
,
Aurelien Lucchi
,
Anastasia Koloskova
ICLR 2026 Poster
Readers:
Everyone
On the Interaction of Batch Noise, Adaptivity, and Compression, under $(L_0,L_1)$-Smoothness: An SDE Approach
Enea Monzio Compagnoni
,
Rustem Islamov
,
Frank Norbert Proske
,
Aurelien Lucchi
,
Antonio Orvieto
,
Eduard Gorbunov
Submitted to ICLR 2026
Readers:
Everyone
When Bias Meets Trainability: Connecting Theories of Initialization
Alberto Bassi
,
Marco Baity-Jesi
,
Aurelien Lucchi
,
Carlo Albert
,
Emanuele Francazi
ICLR 2026 Poster
Readers:
Everyone
Optimizer Choice Matters For The Emergence of Neural Collapse
Jim Zhao
,
Tin Sum Cheng
,
Wojciech Masarczyk
,
Aurelien Lucchi
ICLR 2026 Poster
Readers:
Everyone
Double Momentum and Error Feedback for Clipping with Fast Rates and Differential Privacy
Rustem Islamov
,
Samuel Horváth
,
Aurelien Lucchi
,
Peter Richtárik
,
Eduard Gorbunov
Submitted to ICLR 2026
Readers:
Everyone
Unpacking Softmax: How Logits Norm Drives Representation Collapse, Compression and Generalization
Wojciech Masarczyk
,
Mateusz Ostaszewski
,
Tin Sum Cheng
,
Tomasz Trzcinski
,
Aurelien Lucchi
,
Razvan Pascanu
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Why Do We Need Warm-up? A Theoretical Perspective
Foivos Alimisis
,
Rustem Islamov
,
Aurelien Lucchi
Submitted to ICLR 2026
Readers:
Everyone
Where You Place the Norm Matters: From Prejudiced to Neutral Initializations
Emanuele Francazi
,
Francesco Pinto
,
Aurelien Lucchi
,
Marco Baity-Jesi
AISTATS 2026 Poster
Readers:
Everyone
View all 69 publications
Co-Authors
ANTONIO ORVIETO
Adamos Solomou
Alberto Bassi
Alejandro Ribeiro
Alessandro Stanghellini
Anastasia Koloskova
Anastasis Kratsios
Antonio Orvieto
Aryan Mokhtari
Bernhard Schölkopf
Brian McWilliams
Carlo Albert
Celestine Dünner
Dario Pavllo
David Belius
Eduard Gorbunov
Emanuele Francazi
Enea Monzio Compagnoni
Foivos Alimisis
Francesco Pinto
Francis Bach
Francis R. Bach
Frank Norbert Proske
Gary Bécigneul
Giambattista Parascandolo
View all 74 co-authors