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From Langevin dynamics to kinetic Monte Carlo: mathematical foundations of accelerated dynamics algorithms
Presenter
- Tony Lelievre
February 17, 2021
IMSI
From Entropic Curvature Bounds to Logarithmic Sobolev Inequalities
Presenter
- Melchior Wirth
February 8, 2021
IPAM
From connected and autonomous vehicles control to vehicular traffic control, a multi-scale perspective
Presenter
- Antonella Ferrara
October 28, 2020
IPAM
From stochastic gradient descent to Wasserstein gradient flows
Presenter
- Andrea Montanari
May 8, 2020
SLMath
From an ODE to accelerated stochastic gradient descent: convergence rate and empirical results
Presenter
- Adam Oberman
May 7, 2020
SLMath
From quantization of measures to weighted ultrafast diffusion equations
Presenter
- Mikaela Iacobelli
May 6, 2020
SLMath
From clustering with graph cuts to isoperimetric inequalities: quantitative convergence rates of Cheeger cuts on data clouds
Presenter
- Nicolas Garcia Trillos
April 24, 2020
IPAM
From Fourier to Koopman - Spectral Methods for Long-term Time Series Prediction
Presenter
- J. Nathan Kutz
April 20, 2020
ICERM
From pixels to torques: output feedback for robotics
Presenter
- Russell Tedrake
February 25, 2020
IPAM
From viscous to elastic sheets- Dynamics of thin free-standing smectic films
Presenter
- Kirsten Harth
December 13, 2019
ICERM
From Classical Statistics to Modern ML: the Lessons of Deep Learning
Presenter
- Mikhail Belkin
October 16, 2019
IAS