Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)
☆45May 1, 2018Updated 8 years ago
Alternatives and similar repositories for certifiable-distributional-robustness
Users that are interested in certifiable-distributional-robustness are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accompanying code for our NeurIPS 2019 paper☆11Nov 7, 2019Updated 6 years ago
- (Unofficial) Code for the paper "Certifying Some Distributional Robustness with Principled Adversarial Training"☆13May 31, 2018Updated 8 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Jul 10, 2021Updated 5 years ago
- ☆41Oct 2, 2018Updated 8 years ago
- PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets☆64Oct 21, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for the papers "Modeling the Second Player in Distributionally Robust Optimization" and "Distributionally Robust Models with Paramet…☆29Apr 14, 2022Updated 4 years ago
- ☆20Dec 27, 2018Updated 7 years ago
- A method for training neural networks that are provably robust to adversarial attacks.☆392Feb 16, 2022Updated 4 years ago
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 5 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆97Oct 18, 2022Updated 4 years ago
- This is the project for IRM methods☆12Sep 13, 2021Updated 5 years ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- AAAI 2019 oral presentation☆53Jul 17, 2026Updated 3 months ago
- [NeurIPS 2020] Code for "An Efficient Adversarial Attack for Tree Ensembles"☆23Jun 6, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A codebase for experimenting with various approaches to action priors.☆18Jul 14, 2018Updated 8 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆137Nov 25, 2020Updated 5 years ago
- ☆13Jan 30, 2021Updated 5 years ago
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆229Nov 9, 2019Updated 6 years ago
- List of papers on robust Bayesian optimization☆17Dec 2, 2021Updated 4 years ago
- “华为杯”第十六届中国研究生数学建模F题 国家一等奖☆13Jul 7, 2020Updated 6 years ago
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework☆72Jan 26, 2021Updated 5 years ago
- ☆16Oct 5, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Analysis of Adversarial Logit Pairing☆61Aug 13, 2018Updated 8 years ago
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆15Mar 3, 2023Updated 3 years ago
- Code for the paper "Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks"☆13Apr 28, 2021Updated 5 years ago
- ☆32Feb 20, 2021Updated 5 years ago
- Code for "Inference Suboptimality in Variational Autoencoders"☆16Mar 17, 2020Updated 6 years ago
- Lipschitz Lifelong RL☆11Nov 6, 2020Updated 6 years ago
- Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network☆61Jun 25, 2019Updated 7 years ago
- Code for the paper "Learning sparse transformations through backpropagation"☆44Dec 14, 2019Updated 6 years ago
- Scaled MMD GAN☆36Oct 30, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 2022年华为杯第十九届中国研究生数学建模竞赛E题解决方案(国三)☆10Aug 9, 2023Updated 3 years ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆26Jun 7, 2018Updated 8 years ago
- ☆10Aug 13, 2021Updated 5 years ago
- LLMJudge: LLM4Eval workshop data challenge on automatic relevance judgment☆14Jan 6, 2026Updated 10 months ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆37Jan 5, 2023Updated 3 years ago
- Code Repository to check robustness of 3D Deep Learning (Volumetric and PointNet) to occlusion attacks☆15Apr 2, 2019Updated 7 years ago
- PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations☆14Apr 21, 2024Updated 2 years ago