|
Poster
|
Wed 2:30
|
Learning ReLU networks to high uniform accuracy is intractable
Julius Berner · Philipp Grohs · Felix Voigtlaender
|
|
|
Poster
|
|
Agnostic Learning of General ReLU Activation Using Gradient Descent
Pranjal Awasthi · Alex Tang · Aravindan Vijayaraghavan
|
|
|
Poster
|
Wed 7:30
|
Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods
Akiyama Shunta · Taiji Suzuki
|
|
|
Poster
|
|
Implicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data
Spencer Frei · Gal Vardi · Peter Bartlett · Nathan Srebro · Wei Hu
|
|
|
Poster
|
|
Feature selection and low test error in shallow low-rotation ReLU networks
Matus Telgarsky
|
|
|
Poster
|
Tue 7:30
|
Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference
SOUVIK KUNDU · Shunlin Lu · Yuke Zhang · Jacqueline Liu · Peter Beerel
|
|
|
Poster
|
|
Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networks
Namjoon Suh · Tian-Yi Zhou · Xiaoming Huo
|
|
