karlstratos / doeLinks
Difference-of-Entropies (DoE) Estimator
☆26Updated 3 years ago
Alternatives and similar repositories for doe
Users that are interested in doe are comparing it to the libraries listed below
Sorting:
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆77Updated 5 years ago
- Featurized Density Ratio Estimation☆20Updated 4 years ago
- Code for Knowledge-Adaptation Priors based on the NeurIPS 2021 paper by Khan and Swaroop.☆16Updated 3 years ago
- ☆93Updated 3 years ago
- Principled learning method for Wasserstein distributionally robust optimization with local perturbations (ICML 2020)☆21Updated 2 years ago
- Pytorch Implementation of the Nonlinear Information Bottleneck☆41Updated last year
- A PyTorch implementation of "Meta-Amortized Variational Inference and Learning" (https://arxiv.org/abs/1902.01950)☆14Updated 5 years ago
- demonstration of the information bottleneck theory for deep learning☆67Updated 8 years ago
- Stochastic algorithms for computing Regularized Optimal Transport☆58Updated 7 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Updated 3 years ago
- Learning Generative Models across Incomparable Spaces (ICML 2019)☆27Updated 5 years ago
- ☆37Updated 5 years ago
- ☆45Updated 3 years ago
- ☆59Updated 2 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Updated 3 years ago
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆36Updated 2 years ago
- Code for Global Convergence of Block Coordinate Descent in Deep Learning (ICML 2019)☆37Updated 6 years ago
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆50Updated 3 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 4 years ago
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆48Updated 6 years ago
- Code for testing DCT plus Sparse (DCTpS) networks☆14Updated 4 years ago
- Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)☆33Updated 4 years ago
- ☆54Updated last year
- Repo to accompany paper on Meta Learning with Implicit Gradients (NeurIPS 2019)☆59Updated 5 years ago
- ☆32Updated 3 years ago
- Pytorch implementation of neural processes and variants☆29Updated last year
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- ☆15Updated 3 years ago
- Code for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')☆16Updated 3 years ago
- Sinkhorn Barycenters via Frank-Wolfe algorithm☆27Updated 5 years ago