zifanzhu / DeepLINK
Deep Large-Scale Inference UsingKnockoffs
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for DeepLINK
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Updated 2 years ago
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆13Updated 2 years ago
- Deep direct likelihood knockoffs☆11Updated 3 years ago
- ☆30Updated 2 years ago
- ☆20Updated last month
- Supervised Training of Conditional Monge Maps☆13Updated last year
- Tensorflow implementation for the SVGP-VAE model.☆21Updated 3 years ago
- Code for the paper "End-to-end training of deep probabilistic CCA on paired biomedical observations".☆25Updated 3 years ago
- Stable Differentiable Causal Discovery (SDCD)☆16Updated 5 months ago
- Active learning for optimal intervention design in causal models☆12Updated last year
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆16Updated last year
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆50Updated 8 months ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆31Updated last year
- Codebase for "Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions", ICML 2020.☆8Updated 4 years ago
- Codebase for SEFS: Self-Supervision Enhanced Feature Selection with Correlated Gates☆23Updated last year
- Latent optimal transport (LOT) for low rank transport and clustering☆20Updated 3 years ago
- ☆34Updated 2 weeks ago
- Official implementation of Joint Multidimensional Scaling☆21Updated last year
- ☆23Updated 2 years ago
- Causal Modeling with Stationary Diffusions, AISTATS 2024☆16Updated 4 months ago
- ☆31Updated 2 years ago
- ☆17Updated 2 years ago
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆22Updated last year
- ☆10Updated 8 months ago
- Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)☆31Updated 3 years ago
- Transformer Based Embeddings of Wasserstein Distance☆13Updated 2 weeks ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Updated 3 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Updated 3 years ago
- This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (partic…☆16Updated 2 months ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆43Updated last year