Implementation of provably Rawlsian fair ML algorithms for contextual bandits.
☆14May 10, 2017Updated 8 years ago
Alternatives and similar repositories for FairMachineLearning
Users that are interested in FairMachineLearning are comparing it to the libraries listed below
Sorting:
- ☆10Jul 8, 2021Updated 4 years ago
- Source code for our paper "Pessimistic Decision-Making for Recommender Systems" published at ACM TORS, and RecSys 2021.☆11Dec 15, 2022Updated 3 years ago
- This repository implements models described in ''Interpretale Word Embeddings via Informative Priors''☆11Aug 29, 2019Updated 6 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 3 years ago
- Spectral LDA☆13Jun 22, 2018Updated 7 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Jul 16, 2023Updated 2 years ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆15Aug 2, 2021Updated 4 years ago
- Official repository of "Efficient and Effective Query Expansion for Web Search", Short Paper @ CIKM 2018☆15Nov 17, 2019Updated 6 years ago
- Estimators to perform off-policy evaluation☆13Sep 3, 2024Updated last year
- Implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" paper☆18Feb 9, 2019Updated 7 years ago
- ☆15Dec 14, 2020Updated 5 years ago
- Causal Analysis of Customer Churn using DeepLearning☆15Oct 31, 2022Updated 3 years ago
- Sparse Interpretable Word Embeddings☆16Jan 23, 2021Updated 5 years ago
- The server component of LogUI, a framework-agnostic JavaScript library for logging user interactions on webpages.☆17Feb 3, 2022Updated 4 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Jun 20, 2017Updated 8 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Nov 2, 2017Updated 8 years ago
- TensorFlow implementation of an arbitrary order Factorization Machine☆20Mar 28, 2018Updated 7 years ago
- Code for the paper "Stochastic Variational Inference for Dynamic Correlated Topic Models"☆19Jul 30, 2020Updated 5 years ago
- Making survival analysis work in TensorFlow☆19Jun 4, 2017Updated 8 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- A framework-agnostic client-side JavaScript library for logging user interactions on webpages.☆19Feb 3, 2022Updated 4 years ago
- ☆15Jan 20, 2020Updated 6 years ago
- ☆19Sep 9, 2020Updated 5 years ago
- Official implementation of the models proposed in paper "Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss"☆19Jun 5, 2019Updated 6 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Feb 23, 2021Updated 5 years ago
- Offline evaluation of multi-armed bandit algorithms☆23Dec 1, 2020Updated 5 years ago
- TensorFlow implementation of AutoRec☆20Dec 15, 2017Updated 8 years ago
- Vowpal Wabbit examples and tutorials☆21Jan 20, 2022Updated 4 years ago
- Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering☆21Nov 29, 2018Updated 7 years ago
- Consolidated resources to help you get involved with social impact tech☆17Mar 23, 2018Updated 7 years ago
- Implementation of SBM-meet-GNN☆23May 12, 2019Updated 6 years ago
- An implementation of the Joint Representation Learning Model (JRL) for product recommendation based on heterogeneous information sources☆22May 1, 2018Updated 7 years ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆24Mar 25, 2023Updated 2 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Nov 2, 2017Updated 8 years ago
- ☆67Feb 16, 2023Updated 3 years ago
- ☆32Jan 28, 2024Updated 2 years ago
- A library that implements fairness-aware machine learning algorithms☆127Oct 21, 2020Updated 5 years ago
- Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms☆32Jan 31, 2022Updated 4 years ago
- Open Use of Data Agreement - Removing Barriers to Data Innovation☆18Aug 11, 2021Updated 4 years ago