burklight / nonlinear-IB-PyTorchLinks
Pytorch Implementation of the Nonlinear Information Bottleneck
☆41Updated last year
Alternatives and similar repositories for nonlinear-IB-PyTorch
Users that are interested in nonlinear-IB-PyTorch are comparing it to the libraries listed below
Sorting:
- ☆93Updated 3 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆77Updated 5 years ago
- Coresets via Bilevel Optimization☆68Updated 5 years ago
- ☆63Updated 5 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆77Updated 3 years ago
- Tilted Empirical Risk Minimization (ICLR '21)☆60Updated 2 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆210Updated 7 years ago
- Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893☆91Updated 5 years ago
- This is the source code for Learning Deep Kernels for Non-Parametric Two-Sample Tests (ICML2020).☆52Updated 4 years ago
- Robust Learning with the Hilbert-Schmidt Independence Criterion☆49Updated 5 years ago
- ☆37Updated 4 years ago
- Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)☆125Updated 2 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- ☆32Updated 3 years ago
- ☆31Updated 4 years ago
- Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.☆175Updated 2 years ago
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆30Updated 4 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆51Updated 4 years ago
- PyTorch implementation of FIM and empirical FIM☆60Updated 7 years ago
- ☆59Updated 2 years ago
- ☆50Updated 2 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Updated 4 years ago
- Domain Adaptation as a Problem of Inference on Graphical Models☆29Updated 5 years ago
- Difference-of-Entropies (DoE) Estimator☆26Updated 3 years ago
- Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxi…☆68Updated 4 years ago
- ☆65Updated last year
- Implementation of the paper "Shapley Explanation Networks"☆89Updated 5 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆68Updated 2 years ago
- Path-SGD: Path-Normalized Optimization in Deep Neural Networks☆19Updated 7 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆65Updated 5 years ago