Optimization

DeepMath
Nov 15, 2024 Philadelphia, PA
IBM Research, Yorktown Heights
Aug 18, 2022 Yorktown Heights, NY
IBM-Oxford Symposium
Jun 14, 2022 Oxford
Oxford Math meets Stats Colloquium
A key challenge in machine learning and optimization is the identification of geometric structure in high-dimensional data. Such …
Jun 10, 2022 Oxford, UK
Institute of Advanced Study
May 23, 2022 Institute of Advanced Study, Princeton, NJ
Learning to Control with Little Data
Provable, adaptive strategies for agnostic control.
Learning to Control with Little Data
KU Leuven Institute for Artificial Intelligence
Oct 21, 2021 KU Leuven Institute for Artificial Intelligence
One World Mathematics of Machine Learning Seminar
Many machine learning applications involve non-Euclidean data, such as graphs, strings or matrices. In such cases, exploiting …
Jan 20, 2021 virtual
Video
DeepMath
Recently, there has been a surge of interest in representation learning in hyperbolic spaces, driven by their ability to represent …
Nov 5, 2020 virtual
Video