g-benton / hessian-eff-dimLinks
Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisited
☆37Updated 2 years ago
Alternatives and similar repositories for hessian-eff-dim
Users that are interested in hessian-eff-dim are comparing it to the libraries listed below
Sorting:
- An empirical investigation of deep learning theory☆16Updated 6 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 6 years ago
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Updated 6 years ago
- Monotone operator equilibrium networks☆54Updated 5 years ago
- Codebase for Learning Invariances in Neural Networks☆96Updated 3 years ago
- Limitations of the Empirical Fisher Approximation☆49Updated 9 months ago
- Geometric Certifications of Neural Nets☆42Updated 3 years ago
- ☆54Updated last year
- Code for "Bridging the Gap between f-GANs and Wasserstein GANs", ICML 2020☆14Updated 5 years ago
- Experiments for Meta-Learning Symmetries by Reparameterization☆58Updated 4 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆15Updated 6 years ago
- Implementation of Methods Proposed in Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks (NeurIPS 2019)☆36Updated 5 years ago
- Lua implementation of Entropy-SGD☆81Updated 7 years ago
- Code to accompany the paper Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning☆33Updated 5 years ago
- ☆13Updated last year
- Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)☆14Updated 6 years ago
- Autoregressive Energy Machines☆78Updated 3 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 4 years ago
- ☆30Updated 5 years ago
- CIFAR-5m dataset☆40Updated 4 years ago
- ☆50Updated 5 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Updated 4 years ago
- Code for Self-Tuning Networks (ICLR 2019) https://arxiv.org/abs/1903.03088☆59Updated 6 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- This repository is no longer maintained. Check☆81Updated 5 years ago
- Convolutional Neural Tangent Kernel☆112Updated 6 years ago
- Computing various norms/measures on over-parametrized neural networks☆50Updated 7 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆17Updated 6 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 5 years ago
- ☆64Updated last year