Spring Workshop on Optimization and Machine Learning


Toulouse School of Economics, Tuesday April 1st 2025,
10:00 - 15:30, Amphitheater 6 (third floor).

Registration is free but mandatory.

10:00   Welcome

10:30  Samir Adly (Univ. Limoges, France)
Bridging discrete algorithms and continuous ODEs in accelerated first-order optimization: a historical perspective

11:15  Peter Ochs (Univ. Saarland, Germany)
A Markovian Model for Learning Optimization Algorithms with PAC-Bayesian Guarantees

12:00  Lunch break

14:00  Audrey Repetti (Univ. Heriot-Watt, Edimburg, Scotland)
Analysis and synthesis approximated denoisers for forward-backward plug-and-play algorithms

14:45  Pierre Ablin (Apple, Paris, France)
How to get cheap and accurate Specialist Language Models?

Contact: Edouard Pauwels.

Plain Academic