Scientific talk by Louis Ohl (MAASAI team) Generalised mutual information (GEMINI) – A constellation of discriminative clustering models Abstract: Clustering is a fundamental learning task which consists in separating data samples into several groups, each called a cluster. The last decade witnessed increasing successes in the field of deep clustering…
Scientific talk by Tom Szwagier Multilevel Machine Learning with Flags Abstract: In this talk, I will try to democratize a geometrical object that has not been much investigated in Machine Learning yet. A flag is a sequence of nested subspaces of increasing dimension. Flag spaces unify and generalize Grassmannians and…
1. Flash talk – Presentation of the MACBES Team 2. Scientific talk by Riccardo Taiello (EPIONE team) Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Client Failures Abstract: Secure model aggregation is nowadays recognized as the key component for Federated Learning (FL). It enables the collaborative training of…
