Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)
☆29Dec 22, 2020Updated 5 years ago
Alternatives and similar repositories for robust-generalization-measures
Users that are interested in robust-generalization-measures are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Computing various measures and generalization bounds on convolutional and fully connected networks☆35Dec 13, 2018Updated 7 years ago
- Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning☆41Apr 19, 2021Updated 5 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆45Sep 11, 2023Updated 3 years ago
- NeurIPS 2021, Code for Measuring Generalization with Optimal Transport☆28Sep 29, 2021Updated 4 years ago
- [NeurIPS 2020] code for "Boundary thickness and robustness in learning models"☆20Dec 11, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Computing various norms/measures on over-parametrized neural networks☆50Nov 26, 2018Updated 7 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 3 years ago
- ☆58Feb 13, 2023Updated 3 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆38Jun 14, 2022Updated 4 years ago
- Implementation of average- and worst-case robust flatness measures for adversarial training.☆15Nov 5, 2021Updated 4 years ago
- ☆13Mar 22, 2023Updated 3 years ago
- Code for the paper "Understanding the Role of Momentum in Stochastic Gradient Methods"☆14Oct 27, 2019Updated 6 years ago
- Scripts for downloading and pre-processing the `proof-pile`, a high quality dataset of mathematical text and code.☆22Nov 26, 2022Updated 3 years ago
- Official code for the paper: "Metadata Archaeology"☆19May 10, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆40Feb 26, 2024Updated 2 years ago
- Online Hyperparameter Optimization☆11Feb 17, 2021Updated 5 years ago
- Repository for a TensorFlow class I taught at Caltech.☆15Jan 9, 2020Updated 6 years ago
- This repo contains the code used for NeurIPS 2019 paper "Asymmetric Valleys: Beyond Sharp and Flat Local Minima".☆14Oct 25, 2019Updated 6 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆63Jan 15, 2021Updated 5 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Feb 2, 2022Updated 4 years ago
- On the effectiveness of adversarial training against common corruptions [UAI 2022]☆30May 16, 2022Updated 4 years ago
- A simple REPL for Lean 4, returning information about errors and sorries.☆12Jun 19, 2023Updated 3 years ago
- pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsup…☆18Mar 23, 2020Updated 6 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.
- ☆162Feb 26, 2021Updated 5 years ago
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆795Jul 10, 2025Updated last year
- ☆10Aug 18, 2016Updated 10 years ago
- ☆112Sep 20, 2023Updated 2 years ago
- [NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228☆20Jan 7, 2022Updated 4 years ago
- ☆12Mar 4, 2021Updated 5 years ago
- The toolkit to explain Keras model predictions.☆14Aug 2, 2024Updated 2 years ago
- ☆25May 20, 2020Updated 6 years ago
- Code accompanying the paper on "An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers" published at NeurIPS,…☆17Jan 13, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆10Aug 26, 2022Updated 4 years ago
- Reddit title generator API based on GPT-2☆18Dec 26, 2019Updated 6 years ago
- Implementation of Adversarial Debiasing in PyTorch to address Gender Bias☆31Aug 5, 2020Updated 6 years ago
- ☆13Jan 27, 2019Updated 7 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- ☆14Mar 16, 2020Updated 6 years ago
- A pytorch implementation of "Ensemble Adversarial Training : Attacks and Defenses"☆10Sep 4, 2019Updated 7 years ago