Computing various measures and generalization bounds on convolutional and fully connected networks
☆35Dec 13, 2018Updated 7 years ago
Alternatives and similar repositories for generalization-bounds
Users that are interested in generalization-bounds are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆29Dec 22, 2020Updated 5 years ago
- Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning☆41Apr 19, 2021Updated 5 years ago
- Computing various norms/measures on over-parametrized neural networks☆50Nov 26, 2018Updated 7 years ago
- Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''☆15Jun 27, 2022Updated 4 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆46Sep 11, 2023Updated 3 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.
- Path-SGD: Path-Normalized Optimization in Deep Neural Networks☆19Nov 26, 2018Updated 7 years ago
- UCL latex letter template☆11Feb 19, 2026Updated 8 months ago
- PAC-Bayes with Backprop - Tighter risk certificates for neural networks☆28Jul 9, 2021Updated 5 years ago
- #UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning☆14May 23, 2022Updated 4 years ago
- NeurIPS 2021, Code for Measuring Generalization with Optimal Transport☆28Sep 29, 2021Updated 5 years ago
- A framework for majority vote classifiers allowing for computation of PAC Bayesian risk bounds.☆13Feb 9, 2023Updated 3 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆38Jun 14, 2022Updated 4 years ago
- Training vision models with full-batch gradient descent and regularization☆39Feb 14, 2023Updated 3 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆110Aug 29, 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.
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Feb 2, 2022Updated 4 years ago
- Benchmarking Optimizers for LLM Pretraining. NeurIPS 2026, EurIPS 2025☆61May 3, 2026Updated 5 months ago
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆795Jul 10, 2025Updated last year
- Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"☆33Oct 12, 2023Updated 3 years ago
- Example code for the paper "Understanding deep learning requires rethinking generalization"☆179Jun 2, 2020Updated 6 years ago
- Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018☆22Oct 30, 2019Updated 6 years ago
- This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery …☆50Jul 25, 2024Updated 2 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆19May 19, 2019Updated 7 years ago
- ☆10Aug 18, 2016Updated 10 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 📈 Interactive decision boundary visualizer☆10Sep 4, 2018Updated 8 years ago
- Code Release for Learning to Adapt to Evolving Domains☆32Jul 21, 2021Updated 5 years ago
- The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from t…☆82May 5, 2022Updated 4 years ago
- ☆36Jun 13, 2023Updated 3 years ago
- Naive Bayes classifier for detection of langage and spelling correction☆10Mar 2, 2020Updated 6 years ago
- ICLR 2021, "Learning with feature-dependent label noise: a progressive approach"☆46Oct 29, 2022Updated 4 years ago
- This is the paddle code for SeBoW(Self-Born wiring for neural trees), a kind of neural tree born form a large search space☆11Dec 10, 2021Updated 4 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆61Nov 11, 2021Updated 4 years ago
- Provably (and non-vacuously) bounding test error of deep neural networks under distribution shift with unlabeled test data.☆10Feb 27, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- PyTorch code for ROLL, a knowledge-based video story question answering model.☆21Sep 29, 2020Updated 6 years ago
- Code for "Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions"☆14Sep 3, 2023Updated 3 years ago
- ☆10Apr 28, 2017Updated 9 years ago
- Code for steering and monitoring with concepts vectors in LLMs (initial draft)☆33Aug 10, 2025Updated last year
- Initializing neural networks for hierarchical multi-label text classification☆11Mar 1, 2019Updated 7 years ago
- A pytorch implementation of "Ensemble Adversarial Training : Attacks and Defenses"☆10Sep 4, 2019Updated 7 years ago
- Fork of diux-dev/imagenet18☆16Oct 4, 2018Updated 8 years ago