Computing various norms/measures on over-parametrized neural networks
☆50Nov 26, 2018Updated 7 years ago
Alternatives and similar repositories for over-parametrization
Users that are interested in over-parametrization 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
- ☆17May 30, 2018Updated 8 years ago
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆29Dec 22, 2020Updated 5 years ago
- Empirical study that reports the correlation between complexity measures and generalization performance by deep learning models on medica…☆13Nov 29, 2021Updated 4 years ago
- SGD and Ordered SGD codes for deep learning, SVM, and logistic regression☆36Aug 13, 2020Updated 5 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.
- SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning☆23Nov 21, 2018Updated 7 years ago
- ☆11Jan 26, 2020Updated 6 years ago
- ☆14Sep 10, 2021Updated 4 years ago
- Large-batch Training, Neural Network Optimization☆10Nov 8, 2019Updated 6 years ago
- ☆35Mar 13, 2021Updated 5 years ago
- Original PyTorch implementation of the Leap meta-learner (https://arxiv.org/abs/1812.01054) along with code for running the Omniglot expe…☆146Apr 10, 2023Updated 3 years ago
- ML-Constructive is a deep learning based constructive heuristic for the Traveling Salesman Problem.☆11Feb 10, 2024Updated 2 years ago
- ☆68Mar 4, 2020Updated 6 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated 2 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.
- NeurIPS 2018. Linear-time model comparison tests.☆18Feb 15, 2020Updated 6 years ago
- Odds and Ends and Things I've implemented.☆78Jan 31, 2019Updated 7 years ago
- Code for the NeurIPS 2019 paper: "Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning"☆33Jun 27, 2023Updated 3 years ago
- ☆62Jun 8, 2021Updated 5 years ago
- rich posterior approximations and anomaly detection☆20Mar 15, 2019Updated 7 years ago
- Gradients as Features for Deep Representation Learning☆43Mar 8, 2020Updated 6 years ago
- #UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning☆14May 23, 2022Updated 4 years ago
- f-GANs in an Information Geometric Nutshell☆13Jun 21, 2017Updated 9 years ago
- 基于Swin-Transformer改进_YOLOv7电力杆塔识别系统☆14Nov 27, 2023Updated 2 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.
- Official code for the "Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds"☆10Feb 16, 2023Updated 3 years ago
- Dataset created for the Power Line Insulators Inspection Detections☆10Jul 2, 2020Updated 6 years ago
- Understanding Short-Horizon Bias in Stochastic Meta-Optimization☆37Mar 8, 2018Updated 8 years ago
- Generates animated plots of different models of neural network classifiers during learning in order to compare them.☆10Jul 23, 2023Updated 3 years ago
- KNN using brute force and ball trees implemented in Python/Cython☆12Mar 26, 2019Updated 7 years ago
- Code Release for "Broken Neural Scaling Laws" (BNSL) paper☆59Oct 29, 2023Updated 2 years ago
- Domain Adaptation with Randomized Expectation Maximization☆14Jan 16, 2019Updated 7 years ago
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆29May 2, 2019Updated 7 years ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019☆14Jun 17, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A python package for decision-making algorithms☆11Jul 8, 2025Updated last year
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆43Nov 8, 2020Updated 5 years ago
- Interpreting Deep Classifier by Visual Distillation of Dark Knowledge☆36Apr 15, 2021Updated 5 years ago
- Repository for code and lab resources for "Neural and Cognitive Models of Adaptive Decision Making" course (2018)☆11Jul 20, 2023Updated 3 years ago
- Activity Grammars for Temporal Action Segmentation (NeurIPS 2023)☆14Jun 14, 2024Updated 2 years ago
- This is a simple object detection application, which can be used to detect military objects☆14Nov 16, 2020Updated 5 years ago
- Convolutional Neural Tangent Kernel☆113Oct 22, 2019Updated 6 years ago