Melanie Weber
Melanie Weber
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Selected Talks
2023
Exploiting geometric structure in (matrix-valued) optimization @ JMM
Jan 4, 2023
Boston, MA
2022
Exploiting geometric structure in (matrix-valued) optimization @ U Leicester
Dec 15, 2022
University of Leicester
Exploiting Geometric Structure in Machine Learning and Optimization @ KTH
Nov 8, 2022
KTH Royal Institute of Technology
Exploiting Geometric Structure in Machine Learning and Optimization @ AI Institute in Dynamic Systems
Nov 4, 2022
Seattle, WA
Video
Constrained optimization on manifolds @ SIAM MDS
Sep 27, 2022
San Diego, CA
Exploiting geometric structure in (matrix-valued) optimization @ IMA Big Data
Sep 19, 2022
Oxford, UK
Discrete Curvature and Applications in Representation Learning @ SIAM Network Science
Sep 15, 2022
virtual
Exploiting geometric structure in (matrix-valued) optimization @ Math ML Seminar
Aug 25, 2022
MPI for Mathematics in the Sciences + UCLA
Geometric Methods for Machine Learning and Optimization @ IBM
Aug 18, 2022
Yorktown Heights, NY
Exploiting Geometric Structure in Matrix-Valued Optimization @ Acta Numerica
Jun 27, 2022
Bedlewo, Poland
Constrained Optimization On Riemannian Manifolds @ Stockholm Optimization Days
Jun 17, 2022
KTH, Stockholm
Geometric Methods for Machine Learning and Optimization @ IBM-Oxford Symposium
Jun 14, 2022
Oxford
Geometric Methods for Machine Learning and Optimization @ Maths meets Stats
Jun 10, 2022
Oxford, UK
Geometric Methods for Machine Learning and Optimization @ IAS
May 23, 2022
Institute of Advanced Study, Princeton, NJ
Optimal Control with learning on the fly @ Oxford Control Group
May 9, 2022
Oxford
Constrained Optimization On Riemannian Manifolds @ Oxford Numerical Analysis Seminar
Jan 25, 2022
Oxford
2021
Constrained Optimization On Riemannian Manifolds @ Simons Institute
Nov 29, 2021
Simons Institute, Berkeley, CA
Video
Riemannian Frank-Wolfe Methods with Applications @ Informs
Oct 25, 2021
virtual
Frank-Wolfe Methods for efficient geodesically convex optimization @ AMS Fall Sectional
Oct 23, 2021
virtual
Geometric Methods for Machine Learning and Optimization @ KU Leuven
Oct 21, 2021
KU Leuven Institute for Artificial Intelligence
Geometric Methods for Machine Learning and Optimization @ Oxford Data Science Seminar
Jun 15, 2021
event
Riemannian Frank-Wolfe Methods @ SIAM Applied Linear Algebra
May 20, 2021
virtual
Discrete Curvature and Applications in Representation Learning @ Oxford Networks Seminar
May 15, 2021
virtual
Video
Geometric Methods for Machine Learning and Optimization @ Stitch Fix
Feb 2, 2021
virtual
Video
Geometric Methods for Machine Learning and Optimization @ One World ML
Jan 20, 2021
virtual
Video
Riemannian Frank-Wolfe Methods @ JMM
Jan 5, 2021
virtual
2020
Learning a robust classifier in hyperbolic space @ DiffGeo4DL
Dec 11, 2020
virtual
Video
Learning a robust large-margin classifier in hyperbolic space @ DeepMath
Nov 5, 2020
virtual
Video
Learning a robust classifier in hyperbolic space @ MSR
Oct 16, 2020
Microsoft Research, Machine Learning Foundations Seminar
Determining Geometric Priors for Representation Learning on Networks @ NetSci 2020
Sep 22, 2020
virtual
2018
Curvature-based Analysis of Complex Network @ ML/ AI Meetup
Aug 28, 2018
New York
Curvature-based Analysis of Complex Network @ MPI MiS
Apr 4, 2018
Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany
Curvature-based Analysis of Complex Network @ EPFL
Mar 28, 2018
École polytechnique fédérale de Lausanne, Lausanne, Switzerland
2017
Curvature-based Analysis for Complex Networks @ NetSci 2017
Jun 23, 2017
Indianapolis, IN
Characterizing Higher Order Network Structure with Curvature-based Methods @ MLNS
Jun 19, 2017
Indianapolis, IN
Curvature-based Analysis of Connectivity Structure in Brain Networks @ Connectomics
Mar 8, 2017
Santa Fe, NM
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