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

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

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

Geometric Methods for Machine Learning and Optimization @ Stitch Fix

Feb 2, 2021 virtual

Geometric Methods for Machine Learning and Optimization @ One World ML

Jan 20, 2021 virtual

Riemannian Frank-Wolfe Methods @ JMM

Jan 5, 2021 virtual

2020

Learning a robust classifier in hyperbolic space @ DiffGeo4DL

Dec 11, 2020 virtual

Learning a robust large-margin classifier in hyperbolic space @ DeepMath

Nov 5, 2020 virtual

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