On the Emergence of Invariant Low-Dimensional Subspaces in Gradient Descent for LearningDeepNetworks
52:16
Demystifying and Mitigating Unfairness for Machine Learning over Graphs
20:28
5 Pieces by Hans Zimmer \\ Iconic Soundtracks \\ Relaxing Piano [20min]
58:06
Deep Representation Interface for Engineering Problems
50:38
Abstract Algebra in Homotopy-Coherent Mathematics - Jacob Lurie
11:29
Mini Batch Gradient Descent (C2W2L01)
1:12:26
Understanding Distribution Learning of Diffusion Models via Low-dimensional Modeling
31:12
Towards Bayesian Uncertainty Quantification in Deep Learning Models for Brain Tumor Segmentation
30:26