MPI for Mathematics in the Sciences
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seminar
02.04.20 01.05.25

Math Machine Learning seminar MPI MIS + UCLA

Upcoming Events of this Seminar

Previous Events

01.05.25
Mufan Li (Princeton) : The Proportional Scaling Limit of Neural Networks
17.04.25
Justin Chen (UNC Chapel Hill) : Reverse Thinking Makes LLMs Stronger Reasoners
10.04.25
Zhenmei Shi (MongoDB + Voyage AI) : Understanding Training and Adaptation in Feature Learning: From Two-Layer Networks to Foundation Models
03.04.25
Ziqing Xu (University of Pennsylvania) : Learning Dynamics of Pretraining and Finetuning for Linear Models
27.03.25
Behrad Moniri (University of Pennsylvania) : Feature Learning in Shallow Neural Networks: From Theory to Optimization Algorithms
20.03.25
Jingyang Lyu (University of Wisconsin–Madison) : Why are the logits of trained models distorted? A theory of overfitting for imbalanced classification
13.02.25
Joe Kileel (UT Austin) : Geometry and Optimization of Shallow Polynomial Networks
06.02.25
Alvaro Ribot (Harvard University) : Decomposing tensors via rank-one approximations
30.01.25
Francesco Vaccarino (Politecnico di Torino) : Topological obstruction to the training of shallow ReLU neural networks
23.01.25
Baran Hashemi (Technical University of Munich) : Can Transformers Do Enumerative Geometry?
16.01.25
Sara-Viola Kuntz (Technical Universty of Munich) : Analysis of the Geometric Structure of Neural Networks and Neural ODEs via Morse Functions