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Learning to Predict using Network of Spiking Neurons
Presenter
- Biswadeep Chakraborty
June 8, 2023
ICERM
Systematically Generating Hierarchies of Machine-Learning Models, from Equation Discovery to Deep Neural Networks
Presenter
- Tom Beucler
November 4, 2022
IMSI
Using data-driven predictions to constrain climate model uncertainty in the time remaining until critical global warming thresholds are reached
Presenter
- Noah Diffenbaugh
September 20, 2022
IMSI
Stochastic optimal control, free boundaries, and neural networks
Presenter
- Max Reppen
December 6, 2021
IMSI
An Information Theoretic Approach to Validate Deep Learning-Based Algorithms
Presenter
- Gitta Kutyniok
April 10, 2021
ICERM
A Framework For Differentiable Discovery Of Graph Algorithms
Presenter
- Le Song
February 23, 2021
IPAM
Modularity, Attention and Credit Assignment: Efficient information dispatching in neural computations
Presenter
- Anirudh Goyal
April 16, 2020
IAS
Towards demystifying over-parameterization and early stopping in deep learning
Presenter
- Mahdi Soltanolkotabi
May 1, 2019
IPAM
