ymalitsky / adaptive_GDLinks
Adaptive gradient descent without descent
☆50Updated 4 years ago
Alternatives and similar repositories for adaptive_GD
Users that are interested in adaptive_GD are comparing it to the libraries listed below
Sorting:
- Monotone operator equilibrium networks☆54Updated 5 years ago
- Limitations of the Empirical Fisher Approximation☆49Updated 9 months ago
- paper lists and information on mean-field theory of deep learning☆78Updated 6 years ago
- ☆172Updated last year
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆57Updated 4 years ago
- ☆54Updated last year
- ☆28Updated 6 years ago
- This repository contains the Julia code for the paper "Competitive Gradient Descent"☆25Updated 6 years ago
- ☆68Updated 6 years ago
- simple JAX-/NumPy-based implementations of NGD with exact/approximate Fisher Information Matrix both in parameter-space and function-spac…☆15Updated 5 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆77Updated last year
- Neural Fixed-Point Acceleration for Convex Optimization☆29Updated 3 years ago
- Stochastic Gradient Langevin Dynamics for Bayesian learning☆35Updated 4 years ago
- PyTorch implementation of Hessian Free optimisation☆43Updated 6 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆78Updated last year
- ☆15Updated 3 years ago
- Convolutional Neural Tangent Kernel☆112Updated 6 years ago
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆83Updated last year
- Hessian spectral density estimation in TF and Jax☆124Updated 5 years ago
- ☆50Updated 5 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 6 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆148Updated 2 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆132Updated 6 years ago
- Convex potential flows☆84Updated 4 years ago
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆42Updated 5 years ago
- ☆35Updated 4 years ago
- The official code for Efficient Learning of Generative Models via Finite-Difference Score Matching☆12Updated 3 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆88Updated 3 years ago
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆31Updated 4 years ago
- Code to minimize the Variational Contrastive Divergence (VCD)☆29Updated 6 years ago