Videos

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Topological Deep Learning of Biosciences

Presenter
  • Guo Wei Wei
July 30, 2025
ICERM

Explainable Deep Model for Understanding Neuropathological Events

Presenter
  • Guorong Wu
July 28, 2025
ICERM
Architectural Nuances and Benchmark Gaps in Scientific ML: Two Vignettes Thumbnail

Architectural Nuances and Benchmark Gaps in Scientific ML: Two Vignettes

Presenter
  • Andrej Risteski
June 11, 2025
IMSI
Leveraging deep learning for geophysical data assimilation and surrogate models Thumbnail

Leveraging deep learning for geophysical data assimilation and surrogate models

Presenter
  • Marc Bocquet
June 26, 2024
IMSI
On a Theorem of Furstenberg Thumbnail

On a Theorem of Furstenberg

Presenter
  • Alex Eskin
April 1, 2024
IAS
Identifiable Deep Generative Models with Discrete Latent Layers Thumbnail

Identifiable Deep Generative Models with Discrete Latent Layers

Presenter
  • Yuqi Gu
November 9, 2023
IMSI

Multifidelity Deep Operator Networks

Presenter
  • Amanda Howard
June 7, 2023
ICERM
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games Thumbnail

Scalable Deep Reinforcement Learning Algorithms for Mean Field Games

Presenter
  • Sarah Perrin
May 25, 2022
IMSI
Interpreting Deep Neural Networks towards Trustworthiness Thumbnail

Interpreting Deep Neural Networks towards Trustworthiness

Presenter
  • Bin Yu
May 24, 2022
IAS
Learning Deep Matrix Factorizations Via Gradient Descent: Implicit Bias Towards Low Rank Thumbnail

Learning Deep Matrix Factorizations Via Gradient Descent: Implicit Bias Towards Low Rank

Presenter
  • Holger Rauhut
May 21, 2021
IPAM
Neural SDEs: Deep Generative Models in the Diffusion Limit Thumbnail

Neural SDEs: Deep Generative Models in the Diffusion Limit

Presenter
  • Maxim Raginsky
May 19, 2020
IAS
New deep neural networks solving non-linear inverse problems Thumbnail

New deep neural networks solving non-linear inverse problems

Presenter
  • Matti Lassas
April 20, 2020
IPAM