bneyshabur / generalization-boundsView external linksLinks
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
Sorting:
- Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning☆41Apr 19, 2021Updated 4 years ago
- Path-SGD: Path-Normalized Optimization in Deep Neural Networks☆19Nov 26, 2018Updated 7 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Sep 11, 2023Updated 2 years ago
- NeurIPS 2021, Code for Measuring Generalization with Optimal Transport☆28Sep 29, 2021Updated 4 years ago
- ☆10Jul 30, 2021Updated 4 years ago
- ☆14Jun 7, 2023Updated 2 years ago
- #UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning☆14May 23, 2022Updated 3 years ago
- A framework for majority vote classifiers allowing for computation of PAC Bayesian risk bounds.☆14Feb 9, 2023Updated 3 years ago
- Code for steering and monitoring with concepts vectors in LLMs. https://arxiv.org/abs/2502.03708☆19Aug 10, 2025Updated 6 months ago
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated 11 months ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆108Aug 29, 2022Updated 3 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆38Jun 14, 2022Updated 3 years ago
- ☆20Mar 9, 2023Updated 2 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆19May 19, 2019Updated 6 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆17Apr 25, 2020Updated 5 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
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 3 years ago
- ☆27Dec 7, 2021Updated 4 years ago
- [AutoML'22] Bayesian Generational Population-based Training (BG-PBT)☆29Sep 16, 2022Updated 3 years ago
- Focal CTC for End-To-End OMR task with Class Imbalance, SangCTC (Part I)☆22Jul 2, 2020Updated 5 years ago
- The code for the NeurIPS 2021 paper "A Unified View of cGANs with and without Classifiers".☆23Nov 3, 2021Updated 4 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Feb 2, 2022Updated 4 years ago
- Sharpness-Aware Minimization Leads to Low-Rank Features [NeurIPS 2023]☆28Sep 22, 2023Updated 2 years ago
- ☆35Jun 13, 2023Updated 2 years ago
- ☆16Nov 6, 2018Updated 7 years ago
- Training vision models with full-batch gradient descent and regularization☆39Feb 14, 2023Updated 2 years ago
- ☆10Aug 18, 2016Updated 9 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- The official starter-kit for NeurIPS 2025 mind games competition☆21Jul 27, 2025Updated 6 months ago
- Learning Spread-out Local Feature Descriptor with HardNet model (Working hard to know your neighbor's margins: Local descriptor learning …☆31Oct 20, 2017Updated 8 years ago
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆773Jul 10, 2025Updated 7 months ago
- The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from t…☆83May 5, 2022Updated 3 years ago
- Normalization Matters in Weakly Supervised Object Localization (ICCV 2021)☆11Oct 24, 2021Updated 4 years ago
- ☆15Jul 27, 2023Updated 2 years ago
- Web上に公開されている小説をスクレイピングして青空文庫形式のテキストにする☆19Feb 9, 2017Updated 9 years ago
- Stochastic Kronecker Generation in Python, Used in RPI TRUST☆10Dec 13, 2017Updated 8 years ago
- Partially Observable Multi-Agent RL with Transformers☆17Updated this week
- [NLPCC 2021] Shared Task on AutoIE2: Sub-Event Identification☆14Jul 19, 2021Updated 4 years ago
- Code for the paper Multi-Armed Bandits with Correlated Arms☆10Jun 3, 2021Updated 4 years ago