Videos

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Non-commutative optimization: theory, algorithms and applications (or, can we prove P!=NP using gradient descent) Thumbnail

Non-commutative optimization: theory, algorithms and applications (or, can we prove P!=NP using gradient descent)

Presenter
  • Avi Wigderson
April 21, 2020
IAS
Learning-based Model Predictive Control - Towards Safe Learning in Control Thumbnail

Learning-based Model Predictive Control - Towards Safe Learning in Control

Presenter
  • Melanie Zeilinger
February 26, 2020
IPAM
Learning Control from Minimal Prior Knowledge Thumbnail

Learning Control from Minimal Prior Knowledge

Presenter
  • Martin Riedmiller
February 25, 2020
IPAM
Nonconvex Minimax Optimization Thumbnail

Nonconvex Minimax Optimization

Presenter
  • Chi Jin
November 20, 2019
IAS
Statistical Mechanics of Deep Manifolds: Mean Field Geometry in High Dimension Thumbnail

Statistical Mechanics of Deep Manifolds: Mean Field Geometry in High Dimension

Presenter
  • Haim Sompolinsky
November 19, 2019
IPAM
Generative and variational modeling for quantum many-body physics Thumbnail

Generative and variational modeling for quantum many-body physics

Presenter
  • Giuseppe Carleo
September 27, 2019
IPAM
Machine learning for lattice field theory Thumbnail

Machine learning for lattice field theory

Presenter
  • Phiala Shanahan
September 26, 2019
IPAM
Exploiting the 3D Geometry and the Structure of the World in Deep Learning Thumbnail

Exploiting the 3D Geometry and the Structure of the World in Deep Learning

Presenter
  • Ersin Yumer
May 24, 2019
IPAM
Solving for committor functions in high dimension Thumbnail

Solving for committor functions in high dimension

Presenter
  • Jianfeng Lu
April 29, 2019
IPAM
L^p curvatures : some analysis questions from gauge theory Thumbnail

L^p curvatures : some analysis questions from gauge theory

Presenter
  • Tristan Rivière
March 5, 2019
IAS
Dimension-Reduced Dynamics From Slow-Fast Systems Using Diffusion Kernels Thumbnail

Dimension-Reduced Dynamics From Slow-Fast Systems Using Diffusion Kernels

Presenter
  • Krithika Manohar
February 15, 2019
IPAM
Deep learning for universal linear embeddings of nonlinear dynamics Thumbnail

Deep learning for universal linear embeddings of nonlinear dynamics

Presenter
  • J. Nathan Kutz
February 14, 2019
IPAM