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:
- Monotone operator equilibrium networks☆53Updated 5 years ago
- ☆54Updated last year
- Limitations of the Empirical Fisher Approximation☆47Updated 5 months ago
- Large-batch Training, Neural Network Optimization☆9Updated 5 years ago
- An empirical investigation of deep learning theory☆16Updated 5 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Experiments for Meta-Learning Symmetries by Reparameterization☆56Updated 4 years ago
- Geometric Certifications of Neural Nets☆42Updated 2 years ago
- ☆50Updated 4 years ago
- Code for "Bridging the Gap between f-GANs and Wasserstein GANs", ICML 2020☆14Updated 5 years ago
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Updated 6 years ago
- Codebase for Learning Invariances in Neural Networks☆95Updated 2 years ago
- ☆100Updated 3 years ago
- Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)☆14Updated 5 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learning☆75Updated 2 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆42Updated 3 years ago
- Convolutional Neural Tangent Kernel☆113Updated 5 years ago
- Learning perturbation sets for robust machine learning☆65Updated 3 years ago
- Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation☆67Updated 3 years ago
- ☆12Updated 5 years ago
- Code for Self-Tuning Networks (ICLR 2019) https://arxiv.org/abs/1903.03088☆53Updated 6 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 4 years ago