iancovert / dynamic-selectionLinks
Dynamic feature selection based on conditional mutual information
☆27Updated 2 years ago
Alternatives and similar repositories for dynamic-selection
Users that are interested in dynamic-selection are comparing it to the libraries listed below
Sorting:
- Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper…☆66Updated 3 weeks ago
- VAEs and nonlinear ICA: a unifying framework☆47Updated 6 years ago
- A benchmark for distribution shift in tabular data☆55Updated last year
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆108Updated 2 years ago
- A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.☆25Updated 5 months ago
- A curated list of papers and resources about the distribution shift in machine learning.☆121Updated 2 years ago
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆119Updated last year
- Code for Diff-SCM paper☆97Updated 2 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆69Updated 3 years ago
- Code and results accompanying our paper titled Mixture Proportion Estimation and PU Learning: A Modern Approach at Neurips 2021 (Spotligh…☆44Updated last year
- This is a list of awesome prototype-based papers for explainable artificial intelligence.☆39Updated 2 years ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆197Updated 6 months ago
- DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks☆21Updated 2 months ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆68Updated 2 years ago
- LibAUC: A Deep Learning Library for X-Risk Optimization☆307Updated last year
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆83Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆51Updated 2 years ago
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆34Updated 3 years ago
- Official Pytorch implementation of "Generalized Supervised Contrastive Learning Framework"☆12Updated 3 years ago
- This is the implementation for the NeurIPS 2022 paper: ZIN: When and How to Learn Invariance Without Environment Partition?☆23Updated 2 years ago
- NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables☆197Updated 5 months ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆82Updated last year
- Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"☆23Updated 2 years ago
- A repository for summaries of recent explainable AI/Interpretable ML approaches☆81Updated 10 months ago
- Data Optimization in Deep Learning: A Survey☆19Updated last year
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆12Updated last year
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆78Updated 10 months ago
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆96Updated 2 years ago