Videos

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On the Connection between Neural Networks and Kernels: a Modern Perspective Thumbnail

On the Connection between Neural Networks and Kernels: a Modern Perspective

Presenter
  • Simon Du
October 16, 2019
IAS
What 2-layer neural nets can we optimize? Thumbnail

What 2-layer neural nets can we optimize?

Presenter
  • Rong Ge
October 15, 2019
IAS
Dynamics of Deep Neural Networks--A Fourier Analysis Perspective Thumbnail

Dynamics of Deep Neural Networks--A Fourier Analysis Perspective

Presenter
  • Yaoyu Zhang
October 4, 2019
IAS
On the Connection between Neural Networks and Kernels: a Modern Perspective Thumbnail

On the Connection between Neural Networks and Kernels: a Modern Perspective

Presenter
  • Simon Du
October 1, 2019
IAS
Simulating quantum dynamics with neural machine translation Thumbnail

Simulating quantum dynamics with neural machine translation

Presenter
  • Juan Carrasquilla
September 27, 2019
IPAM
Graph Convolutional Neural Networks for Molecule Generation Thumbnail

Graph Convolutional Neural Networks for Molecule Generation

Presenter
  • Xavier Bresson
September 23, 2019
IPAM
Deep Learning: Triangle Machine Learning Day - Adaptive Deep Reuse for Deep Learning, Xipeng Shen Thumbnail

Deep Learning: Triangle Machine Learning Day - Adaptive Deep Reuse for Deep Learning, Xipeng Shen

September 20, 2019
SAMSI
Unsupervised Learning with Graph Neural Networks Thumbnail

Unsupervised Learning with Graph Neural Networks

Presenter
  • Thomas Kipf
May 22, 2019
IPAM
GMNN: Graph Markov Neural Networks Thumbnail

GMNN: Graph Markov Neural Networks

Presenter
  • Jian Tang
May 22, 2019
IPAM
Graph Convolutional Neural Networks for Molecule Generation and Travelling Salesman Problem Thumbnail

Graph Convolutional Neural Networks for Molecule Generation and Travelling Salesman Problem

Presenter
  • Xavier Bresson
May 21, 2019
IPAM
Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond Thumbnail

Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond

Presenter
  • Bin Dong
May 1, 2019
IPAM

Data Driven Governing Equations Approximation Using Deep Neural Networks

Presenter
  • Dongbin Xiu
January 29, 2019
ICERM