gourabkumarpatro / FairRec_www_2020View external linksLinks
Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms
☆32Jan 31, 2022Updated 4 years ago
Alternatives and similar repositories for FairRec_www_2020
Users that are interested in FairRec_www_2020 are comparing it to the libraries listed below
Sorting:
- Code for the SIGIR20 paper -- Measuring and Mitigating Item Under-Recommendation Bias inPersonalized Ranking Systems☆16Apr 28, 2020Updated 5 years ago
- User-oriented Fairness in Recommendation☆29Nov 6, 2021Updated 4 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
- Source code for our LBR paper "Closed-Form Models for Collaborative Filtering with Side-Information" published at RecSys 2020.☆15Jul 22, 2021Updated 4 years ago
- Python wrapper for LibRec and other recommendation frameworks.☆29Oct 11, 2023Updated 2 years ago
- Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021☆50Feb 13, 2021Updated 5 years ago
- ☆50Feb 4, 2024Updated 2 years ago
- ☆10Jul 8, 2021Updated 4 years ago
- ⚖️ Code for the paper "Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning".☆11Dec 8, 2022Updated 3 years ago
- FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.☆11Mar 24, 2023Updated 2 years ago
- (SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’☆21Nov 21, 2022Updated 3 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
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆25Mar 24, 2023Updated 2 years ago
- Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"☆50Jun 7, 2020Updated 5 years ago
- ☆14Mar 6, 2025Updated 11 months ago
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Dec 13, 2022Updated 3 years ago
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 2 years ago
- FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback☆15Oct 8, 2022Updated 3 years ago
- Code for our SIGIR 2021 paper :'Fairness among New Items in Cold Start Recommender Systems'☆20Jul 31, 2021Updated 4 years ago
- ☆15Sep 25, 2020Updated 5 years ago
- A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range…☆12Oct 13, 2019Updated 6 years ago
- Code for the WWW'22 paper "MCL: Mixed-Centric Loss for Collaborative Filtering"☆12Feb 4, 2022Updated 4 years ago
- Implementation of provably Rawlsian fair ML algorithms for contextual bandits.☆14May 10, 2017Updated 8 years ago
- A Novel Listwise Collaborative Ranking Algorithm published at ICML'18☆17Jan 17, 2019Updated 7 years ago
- ☆18Apr 25, 2023Updated 2 years ago
- common used Recommend Baseline Model, including the traditional statistical model, and the Nerual Network Model. Focus on the SRS (Sequen…☆17Dec 5, 2021Updated 4 years ago
- ☆18Feb 7, 2021Updated 5 years ago
- This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.☆107Sep 16, 2022Updated 3 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- Partial Codes and datasets for NeurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"☆20Nov 1, 2019Updated 6 years ago
- A PyTorch implementation of the DRR framework (deep reinforcement learning, DDPG, PER, PMF) as it applies to restaurant recommendation.☆21Mar 12, 2024Updated last year
- Code for the KDD21 paper -- Popularity Bias in Dynamic Recommendation☆18Aug 1, 2021Updated 4 years ago
- ☆22Jan 14, 2021Updated 5 years ago
- ☆18Jan 22, 2018Updated 8 years ago
- Offline evaluation of multi-armed bandit algorithms☆23Dec 1, 2020Updated 5 years ago
- ☆21Feb 4, 2022Updated 4 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆21Nov 29, 2020Updated 5 years ago
- Code for our WWW'2020 paper "Efficient Neural Interaction Function Search for Collaborative Filtering"☆25Feb 16, 2020Updated 6 years ago
- Pyinfer is a model agnostic tool for ML developers and researchers to benchmark the inference statistics for machine learning models or f…☆24Feb 19, 2021Updated 4 years ago