New Interactions Between Statistics and Optimization
Videos from BIRS Workshop
Matus Telgarsky, UIUC
Monday May 23, 2022 09:20 - 10:02
Two implicit bias proof techniques
Loucas Pillaud-Vivien, Cermics/NYU/Flatiron
Monday May 23, 2022 10:32 - 11:14
The role of stochasticity in learning algorithms
Lydia Liu, Berkeley / Cornell
Monday May 23, 2022 15:33 - 16:15
Social Dynamics of Machine Learning for Decision Making
Suriya Gunasekar, MSR
Tuesday May 24, 2022 14:27 - 15:17
A convolution property and proof using polynomial representation
Nathan Srebro, Toyota Technological Institute at Chicago
Wednesday May 25, 2022 09:24 - 10:14
Early Stopping, Regularization, Interpolation and Uniform Convergence
Varun Kanade, University of Oxford
Wednesday May 25, 2022 15:32 - 16:16
Statistical Complexity of Mirror Descent
Alberto Bietti, NYU
Thursday May 26, 2022 09:25 - 10:08
How can kernels help us understand deep architectures?
Theodor Misiakiewicz, TTIC
Thursday May 26, 2022 10:19 - 11:04
Kernels in high-dimension: implicit regularization, benign overfitting and multiple descent
Damien Scieur, Samsung SAIL Montreal
Thursday May 26, 2022 11:16 - 12:01
Average-case analysis in optimization
