About
The design of advanced Machine Learning algorithms is a highly
challenging research topic of a paramount importance. The METIS school
this year aims at presenting a general overview of the some of the major
current Trends in Machine Learning. The program includes a tutorial
proving some basics and fundamental notions, as well as a series of 15
talks on specific topics illustrating the research issues addressed
nowadays in Machine Learning. The tutorial and the talks are given by
experts in the area, presenting works that have been published in top
notch conferences and journals.
Organizers
⚪ Ahmed Bouajjani
⚪ Mohammed Erradi
⚪ Rachid Guerraoui
METIS Program
MONDAY May 27 | |
08:00 – 08:45 | Registration |
08:45 – 09:00 | Opening Session |
09:00 – 10:30 | Hardware-based Confidential Computing: verifying Arm-V9 CCA Gustavo Petri, Amazon, United Kingdom |
10:30 – 11:00 | Coffee Break |
11:00 – 12:30 | Hardware-based Confidential Computing: verifying Arm-V9 CCA Gustavo Petri, Amazon, United Kingdom |
12:30 – 14:00 | Lunch |
14:00 – 15:30 | Introduction to Distributed ML workloads with Ray on Kubernetes Abdefattah Sghiouar, Google |
15:30 – 16:00 | Coffee Break |
16:00 – 1800 | Optimal transport for machine learning Hicham Janati, Telecom Paris, France |
TUESDAY May 28 | |
09:00 – 10:30 | Optimizing Storage Solutions for AI Applications Rafael Pires, EPFL, Swiss |
10:30 – 11:00 | Coffee Break |
11:00 – 12:30 | Collaborative Learning in the Age of LLMs: Challenges and Outlook Martijn de Vos, EPFL, Swiss |
12:30 – 14:00 | Lunch |
14:00 – 15:30 | Tutorial on Risk Management Roberto Baldoni, Sapienza Univ. of Rome, Italy |
15:30 – 16:00 | Coffee Break |
16:00 – 18:00 | Tutorial on Risk Management Roberto Baldoni, Sapienza Univ. of Rome, Italy |
Dates
March 1st, 2025 → March 15th, 2025
Abstract submission deadline
March 8th, 2025 → March 15th, 2025
Paper submission deadline
April 16th ,2025
Accept/Reject notification
May 21-23 ,2025
Netys Conference