References for Papers at the Intersection of Causality and Fairness
☆18Dec 3, 2018Updated 7 years ago
Alternatives and similar repositories for causality-fairness
Users that are interested in causality-fairness are comparing it to the libraries listed below
Sorting:
- ☆11Jun 15, 2019Updated 6 years ago
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated last year
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Mar 9, 2023Updated 2 years ago
- ☆11Jul 13, 2018Updated 7 years ago
- Blind Justice Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018☆14Mar 20, 2019Updated 6 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆14Oct 20, 2020Updated 5 years ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- Causal Simulations for Uplift Modeling☆12Jan 22, 2020Updated 6 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Dec 28, 2020Updated 5 years ago
- Official codes of paper "Deep causal reasoning for recommendations (Deep-Deconf)". (TIST'23)☆27Jan 27, 2023Updated 3 years ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆25May 14, 2024Updated last year
- Tensorflow implementation of "Meta Dropout: Learning to Perturb Latent Features for Generalization" (ICLR 2020)☆27Apr 27, 2020Updated 5 years ago
- [WWW2022] Geometric Graph Representation Learning via Maximizing Rate Reduction☆26May 27, 2022Updated 3 years ago
- Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)☆27Jun 9, 2022Updated 3 years ago
- Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar☆28Mar 3, 2022Updated 4 years ago
- Code for NeurIPS 2020 paper: "Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks" by I. Bica…☆30Jan 8, 2021Updated 5 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Jul 29, 2021Updated 4 years ago
- ☆39May 2, 2024Updated last year
- Code and datasets for 'Balancing information exposure in social networks'☆10Oct 27, 2016Updated 9 years ago
- Custom Keras layers for implementing multi-dimensional recurrent neural networks (MDRNNs) described in Alex Graves's paper https://arxiv.…☆10Apr 27, 2020Updated 5 years ago
- Reimplementation of NOTEARS in Tensorflow☆33Mar 24, 2023Updated 2 years ago
- ☆33Nov 27, 2017Updated 8 years ago
- TIme series DiscoverY BENCHmark (tidybench)☆38Feb 21, 2024Updated 2 years ago
- Pytorch implementation of differentiable group normalization (NeurIPS 2020)☆38Oct 21, 2020Updated 5 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆158Apr 12, 2023Updated 2 years ago
- Fair Empirical Risk Minimization (FERM)☆37Sep 7, 2020Updated 5 years ago
- A data index for learning causality.☆486Oct 25, 2023Updated 2 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 5 years ago
- Code related to "Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection"☆11Nov 6, 2022Updated 3 years ago
- Geodesic updates for Nickel & Kiela's graph embedding algorithm in hyperbolic space.☆11Jun 6, 2018Updated 7 years ago
- Train I3D on NTU-RGB+D dataset in keras☆12Feb 5, 2019Updated 7 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Sep 27, 2023Updated 2 years ago
- How to connect to AirBears2 on Linux (Ubuntu, Linux Mint, Kubuntu)☆12Dec 2, 2015Updated 10 years ago
- Research tools☆11Mar 23, 2019Updated 6 years ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Aug 12, 2021Updated 4 years ago
- Model Agnostic Counterfactual Explanations☆88Sep 30, 2022Updated 3 years ago
- LaunchPad is a light-weighted Slurm job launcher designed for hyper-parameter search.☆11Aug 2, 2024Updated last year
- Codebase accompanying the paper 'Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts', (Emelin, D…☆11Feb 14, 2023Updated 3 years ago