#

lipschitz-constant

Here are 6 public repositories matching this topic...

huanzhang12 / RecurJac-and-CROWN

Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms) [Do not use this repo, use https://github.com/Verified-Intelligence/auto_LiRPA instead]

robustness-verification crown-bounds jacobian-bounds robustness-certification recurjac lipschitz-constant

Updated Nov 23, 2019
Python

blaisedelattre / lip4conv

Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

spectral pytorch convolutional-layers norm lipschitz-regularization lipschitz-constant lipschitz-network

Updated Feb 2, 2024
Python

WGAN-learns-the-distributon-of-a-MoG

EliaFantini / WGAN-learns-the-distributon-of-a-MoG

A Wasserstein Generative Adversarial Network that learns the distribution of a Mixture of Gaussian, using weight clipping or spectral normalization

python data-science machine-learning pytorch generative-adversarial-network gan matplotlib gif-animation minimax-algorithm wasserstein-gan spectral-normalization anaconda3 mixture-of-gaussians lipschitz-regularization lipschitz-constant weight-clip

Updated Sep 25, 2022
Python

Di40 / Optimisation-BCGD-SemiSupervised

Comparison of Gradient Descent and Block Coordinate Gradient Descent methods through a semi supervised learning problem.

semi-supervised-learning gradient-descent armijo lipschitz-constant block-coordinate-gradient-descent gauss-southwell-rule

Updated Oct 21, 2023
Python

HaolingZHANG / MotifEffect

Leveraging network motifs to improve artificial neural networks

reinforcement-learning deep-learning collider neuroevolution artificial-intelligence artificial-neural-networks network-analysis robustness numerical-stability machin-learning network-motif lipschitz-constant incoherent-loop coherent-loop representational-capacity 3-node-network-motif

Updated Sep 24, 2024
Python

MJawad-AbouAleiwi / SD-TSIA211

The practical works (TP) of SD-TSIA211 - Optimization for Machine Learning course at Télécom Paris.

regularization stochastic-gradient-descent lipschitz-constant

Updated May 29, 2024
Jupyter Notebook

Improve this page

Add a description, image, and links to the lipschitz-constant topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the lipschitz-constant topic, visit your repo's landing page and select "manage topics."