Chairman Milica Tomacevic – Tosca Talk 1 Title: From Machine Learning To Finance : A view on Stochastic Gradient Algorithm Speaker: Victor Reutenauer – Tosca Abstract: Stochastic gradient algorithm are used for optimization problems or calibration of a model. We present shortly their theoretical and historical aspects, and then their…
Chairman – Talk 1 Title: Robust mission design using invariant manifolds. Application to asteroid exploration. Speaker: Lamberto Dell’Elce (Post Doc) – McTAO Abstract: When a deterministic system is considered, any initial condition on an invariant manifold generates a trajectory that entirely lies on the manifold itself. However, owing to modeling…
Chairman Dimitra Politaki – Neo Talk 1 Title: Some intuition about l2 (“Ridge”) and l1 (“Lasso”) regularization Speaker: Kostia Maksymenko – Athena Abstract: One finds models with l2 and l1 regularization in statistics, machine learning, signal processing and other domains of applied mathematics. This talk will be interesting for those…
On this seminar, we had the opportunity to find out a lot about the works of Elaa Teftef from team ECUADOR which concerns adjoint Fixed-Point loops. Elaa gaves us her presentation slides, which you can find here. She suggests the following ressources for those who want to know more on…
