cjlin1 / simpleNN
☆48Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for simpleNN
- Feature Interaction Interpretability via Interaction Detection☆34Updated last year
- A library for multi-class and multi-label classification☆153Updated 3 weeks ago
- ☆14Updated this week
- demonstration of the information bottleneck theory for deep learning☆59Updated 7 years ago
- NTK reading group☆86Updated 5 years ago
- "Towards Robust, Locally Linear Deep Networks" (ICLR 2019)☆9Updated 5 years ago
- Repository for my convex optimization course.☆50Updated 3 years ago
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆120Updated 4 years ago
- Convolutional Neural Tangent Kernel☆107Updated 5 years ago
- MLSS2019 Tutorial on Bayesian Deep Learning☆90Updated 4 years ago
- Code for the paper Multi-task Causal Learning with Gaussian Processes (https://arxiv.org/pdf/2009.12821.pdf)☆12Updated 4 years ago
- Implementation of Minimax Pareto Fairness framework☆21Updated 4 years ago
- A Course on Mathematical Theories of Deep Learning☆79Updated 3 years ago
- A study group related to GNN☆25Updated 4 years ago
- Code for paper Stochastic Deep Gaussian Processes over Graphs☆21Updated 3 years ago
- Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning☆41Updated 5 years ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019☆14Updated 5 months ago
- Code for experiments in my blog post on the Neural Tangent Kernel: https://eigentales.com/NTK☆166Updated 5 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Updated last year
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆35Updated last year
- Code for "Neural Tangent Generalization Attacks" (ICML 2021)☆41Updated 3 years ago
- Rethinking Bias-Variance Trade-off for Generalization of Neural Networks☆49Updated 3 years ago
- Code for the paper Gaussian process behaviour in wide deep networks☆48Updated 6 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Example code for the NNGeometry PyTorch library☆10Updated 2 years ago
- ☆47Updated 3 months ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆97Updated 4 years ago