IBM / ZOSVRG-BlackBox-AdvLinks
ZOSVRG-BlackBox-Adv
☆13Updated 7 years ago
Alternatives and similar repositories for ZOSVRG-BlackBox-Adv
Users that are interested in ZOSVRG-BlackBox-Adv are comparing it to the libraries listed below
Sorting:
- Public code for a paper "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks."☆35Updated 7 years ago
- Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)☆45Updated 7 years ago
- Implementation of SVRG and SAGA optimization algorithms for deep learning topics.☆74Updated 5 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆161Updated 6 years ago
- Convolutional Neural Tangent Kernel☆112Updated 6 years ago
- ☆88Updated last year
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆42Updated 6 years ago
- Zeroth-order Min-max Optimization☆12Updated 5 years ago
- Minimax Optimization, Stackelberg Games, Generative Adversarial Networks☆19Updated 5 years ago
- ☆83Updated 6 years ago
- ☆59Updated 2 years ago
- Code for the signSGD paper☆93Updated 5 years ago
- SGD and Ordered SGD codes for deep learning, SVM, and logistic regression☆36Updated 5 years ago
- Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]☆31Updated 5 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆133Updated 6 years ago
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Updated 3 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆152Updated 2 years ago
- ☆43Updated 7 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆65Updated 5 years ago
- Tilted Empirical Risk Minimization (ICLR '21)☆60Updated 2 years ago
- ☆159Updated 3 years ago
- Compressing Neural Networks using the Variational Information Bottleneck☆66Updated 3 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆98Updated 4 years ago
- Analyze the dynamic stability of SGD☆12Updated 7 years ago
- Simple implementation of GP-UCB algorithm.☆54Updated 9 years ago
- Randomized Smoothing of All Shapes and Sizes (ICML 2020).☆51Updated 5 years ago
- NTK reading group☆87Updated 6 years ago
- ☆126Updated last year
- Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)☆16Updated 6 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆141Updated 5 years ago