News

2025

Foivos Alimisis has choinged our group as a postdoctoral fellow. Welcome!
Great news came from AISTATS and ICLR! We have two papers accepted to ICLR 2025:

and two papers accepted to AISTATS 2025 both as an oral presentation

Enea Monzio Compagnoni, Rustem Islamov, Frank Norbert Proske, Aurelien Lucchi, Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs.
Jim Zhao, Aurelien Lucchi, Nikita Doikov, Cubic regularized subspace Newton for non-convex optimization.

See you in Singapore and Thailand!

January 2025: Francesco Scala joins our group as a postdoctoral fellow. He will work on the quantum ML project with IBM. Welcome to the team!

December 2024: Jim, Tin Sum, and Aurelien will be in Vancouver to attend NeurIPS 2024.
December 2024: Rustem attends NeurIPS@Paris workshop.
October 2024: Our group has 3 papers accepted to NeurIPS 2024 which will take place in Vancouver, Canada.

Jim Zhao*, Sidak Pal Singh*, Aurelien Lucchi, Theoretical characterization of Gauss-Newton conditioning in Neural networks.
Tin Sum Cheng, Aurelien Lucchi, Anastasis Kratsios, David Belius. A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression.
Rustem Islamov, Niccolò Ajroldi, Antonio Orvieto, Aurelien Lucchi. Loss Landscape Characterization of Neural Networks without Over-Parametrization.

August 2024: Our group has received an SNF Consolidator grant, 1.7M CHF, see details here.
July 2024: Tin Sum Cheng and Emanuele Francazi will present their work at ICML 2024.
June 2024: Several of us will attend the Applied Algorithms for ML workshop in Paris.
May 2024: Enea Monzio Compagnoni and Rustem Islamov will present their work at AISTATS 2024.
March 2024: Tin Sum Cheng and Emanuele Francazi presented their work at DeepK2024.
February 2024: Rustem Islamov is attending the Rising Stars in AI Symposium 2024.

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