Thursday, March 7, 2024
11:30AM - 12:06PM
|
|
T28.00001: Scaling Laws and Emergent Behaviors in Foundation Models
Invited Speaker:
Irina Rish
|
Thursday, March 7, 2024
12:06PM - 12:18PM
|
|
T28.00002: Reliable emulation of complex functionals by active learning with error control
Xinyi Fang, Mengyang Gu, Jianzhong Wu
|
Thursday, March 7, 2024
12:18PM - 12:30PM
|
|
T28.00003: Towards measuring generalization performance of deep neural networks via the Fisher information matrix
Chase W Goddard, David J Schwab
|
Thursday, March 7, 2024
12:30PM - 12:42PM
|
|
T28.00004: Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos
Dayal Singh Kalra, Tianyu He, Maissam Barkeshli
|
Thursday, March 7, 2024
12:42PM - 1:18PM
|
|
T28.00005: Statistical Mechanics of Semantic Compression
Invited Speaker:
Tankut U Can
|
Thursday, March 7, 2024
1:18PM - 1:30PM
|
|
T28.00006: Bounds on learning with power-law priors
Sean A Ridout, Ilya M Nemenman, Ard A Louis, Chris Mingard, Radosław Grabarczyk, Kamaludin Dingle, Guillermo Valle Pérez, Charles London
|
Thursday, March 7, 2024
1:30PM - 1:42PM
|
|
T28.00007: In-depth analysis of the learning process for a small artificial neural network
Xiguang Yang, Krish Arora, Michael Bachmann
|
Thursday, March 7, 2024
1:42PM - 1:54PM
|
|
T28.00008: Understanding Neural Network Generalizability from the Perspective of Entropy
Entao Yang, Xiaotian Zhang, Ge Zhang
|
Thursday, March 7, 2024
1:54PM - 2:06PM
|
|
T28.00009: Deep Variational Multivariate Information Bottleneck
K. Michael Martini, Eslam Abdelaleem, Ilya M Nemenman
|
Thursday, March 7, 2024
2:06PM - 2:18PM
|
|
T28.00010: Nonlinear classification of neural manifolds with context information: geometrical properties and storage capacity
Francesca Mignacco, Chi-Ning Chou, SueYeon Chung
|
