[Seminar]MLDS Unit Seminar 2025-7 by Prof. Lenka Zdeborová, EPFL

Speaker: Dr. Lenka Zdeborová, Associate Professor,  EPFL (École Polytechnique Fédérale de Lausanne)

Title: Statistical Physics Perspective on Understanding Learning with Neural Networks

[Seminar] MLDS Unit Seminar 2025-6 Ms. Haru Negami, Chiba University

Ms. Haru Negami (Chiba University)

Title: Integral transformation of KZ-type equation and construction of representation of braid group

[Seminar] MLDS Unit Seminar 2025-5, Dr. Aurélien Corroyer-Dulmont, Centre François Baclesse

Dr. Aurélien Corroyer-Dulmont, Medical Imaging and AI Scientist, Lead of AI group and scientific projects of Medical Physics Department, Centre de lutte contre le cancer, François Baclesse, ISTCT UMR6030-CNRS, UNICAEN

Title: Artificial intelligence in medical imaging applied to oncology

[Seminar] MLDS Unit Seminar 2025-4 by Mr. Rémi Surat (Université Paris Cité, ENSAE Paris), Ms. Klea Ziu (MBZUAI)

Speaker 1: Mr. Rémi Surat (Université Paris Cité, ENSAE Paris) 

Title: Flow-based generative models: how to train them efficiently using flow matching and optimal transport

Speaker 2: Ms. Klea Ziu (Mohamed bin Zayed University of Artificial Intelligence: MBZUAI, UAE) 

Title: ψDAG: Projected Stochastic Approximation Iteration for Linear DAG Structure Learning

[Seminar] MLDS Unit Seminar 2025-3 by Dr. Ziyin Liu, MIT and NTT Research

Speaker: Dr. Ziyin Liu, MIT and NTT Research 

Title: Universal Phenomena, Irreversibility, and Thermodynamics in Deep

[Seminar] MLDS Unit Seminar 2025-2 by Dr. Gregory Schwartzman (JAIST)

Speaker: Dr. Gregory Schwartzman, Associate Professor, Japan Advanced Institute of Science and Technology (JAIST)

Title:  Can Synaptic Connectivity Alone Reveal Neuron Types?

[Seminar] MLDS Unit Seminar 2025-1 by Mr. Niklas Muennighoff, Stanford University

Speaker: Mr. Niklas Muennighoff (Stanford University)

Title: s1: Simple test-time scaling

[Seminar]MLDS Unit Seminar 2024-10 by Prof. Fumihiko Ishikawa (RIKEN/ Institute of Science TOKYO)

Speaker: Prof. Fumihio Ishikawa (RIKEN/Institute of Science TOKYO)

Title: Humanized Mice: Understanding human stem cell, immunity and diseases

[Seminar] MLDS Unit Seminar 2024-9 by Mr. Jose Restom (Mohamed bin Zayed University of Artificial Intelligence: MBZUAI, UAE), Dr. Mohammad Sabokrou, OIST at D23, Lab5

Speaker 1: Mr. Jose Restom (Mohamed bin Zayed University of Artificial Intelligence: MBZUAI, UAE)

Title: Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition

Speaker 2: Dr. Mohammad Sabokrou, Staff Scientist, OIST 

Title: Universal Novelty Detection Through Adaptive Contrastive Learning

[Seminar] MLDS Unit Seminar 2024-8 by Ms. Weiqiu You (University of Pennsylvania) , Mr. Xiaoyuan Zhang (City University of Hong Kong), at D23, Lab5

Speaker 1: Ms. Weiqiu You (University of Pennsylvania)

Title: Sum-of-Parts: Faithful Attributions for Groups of Features

Speaker 2:  Mr. Xiaoyuan Zhang (City University of Hong Kong)

Title :  Multiobjective meets machine learning, from a single solution, a finite set of solutions to infinite solutions.