Picture for Luca Venturi

Luca Venturi

On the Sample Complexity of Learning with Geometric Stability

Add code
Jun 14, 2021
Figure 1 for On the Sample Complexity of Learning with Geometric Stability
Viaarxiv icon

Multilevel Stein variational gradient descent with applications to Bayesian inverse problems

Add code
Apr 05, 2021
Figure 1 for Multilevel Stein variational gradient descent with applications to Bayesian inverse problems
Figure 2 for Multilevel Stein variational gradient descent with applications to Bayesian inverse problems
Figure 3 for Multilevel Stein variational gradient descent with applications to Bayesian inverse problems
Figure 4 for Multilevel Stein variational gradient descent with applications to Bayesian inverse problems
Viaarxiv icon

Depth separation beyond radial functions

Add code
Feb 03, 2021
Viaarxiv icon

Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problems

Add code
Jul 28, 2020
Figure 1 for Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problems
Figure 2 for Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problems
Figure 3 for Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problems
Viaarxiv icon

Diffusion-based Deep Active Learning

Add code
Mar 23, 2020
Figure 1 for Diffusion-based Deep Active Learning
Figure 2 for Diffusion-based Deep Active Learning
Figure 3 for Diffusion-based Deep Active Learning
Figure 4 for Diffusion-based Deep Active Learning
Viaarxiv icon

Spurious Valleys in Two-layer Neural Network Optimization Landscapes

Add code
Sep 26, 2018
Viaarxiv icon

Learning the Kernel for Classification and Regression

Add code
Dec 25, 2017
Figure 1 for Learning the Kernel for Classification and Regression
Figure 2 for Learning the Kernel for Classification and Regression
Figure 3 for Learning the Kernel for Classification and Regression
Figure 4 for Learning the Kernel for Classification and Regression
Viaarxiv icon