Deconfounded Recommendation for Alleviating Bias Amplification
☆46Jun 12, 2021Updated 4 years ago
Alternatives and similar repositories for DecRS
Users that are interested in DecRS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆157Jun 4, 2024Updated last year
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆78Sep 3, 2021Updated 4 years ago
- Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue☆25May 16, 2022Updated 3 years ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆107Jun 15, 2023Updated 2 years ago
- ☆22Nov 13, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Causal Representation Learning for Out-of-Distribution Recommendation (WWW'22)☆19Dec 26, 2023Updated 2 years ago
- This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.☆108Sep 16, 2022Updated 3 years ago
- Code of paper "CAUSPref: Causal Preference Learning for Out-of-Distribution Recommendation" (the WebConf22)☆20Mar 11, 2022Updated 4 years ago
- ☆33Dec 31, 2021Updated 4 years ago
- ☆29Mar 29, 2023Updated 3 years ago
- ☆15Dec 13, 2022Updated 3 years ago
- Code for the KDD21 paper -- Popularity Bias in Dynamic Recommendation☆19Aug 1, 2021Updated 4 years ago
- This repository collects debiasing methods for recommendation☆462Feb 19, 2024Updated 2 years ago
- Collection of diverse recommendation papers☆63Jun 7, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Adaptive Denoising Training (ADT) for Recommendation.☆75Mar 8, 2022Updated 4 years ago
- The source code of "Empowering Language Understanding with Counterfactual Reasoning" (ACL'21)☆11Sep 3, 2021Updated 4 years ago
- ☆16Sep 4, 2018Updated 7 years ago
- ☆47Apr 8, 2022Updated 4 years ago
- TensorFlow Implementation of "Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation" in SIGIR'21☆26Jun 22, 2023Updated 2 years ago
- [DASFAA22] Official PyTorch implementation for "Leveraging Search History for Improving Person-Job Fit".☆11Mar 27, 2022Updated 4 years ago
- code for ‘Towards Long-term Fairness in Recommendation’☆23Sep 4, 2023Updated 2 years ago
- Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch☆133Aug 24, 2021Updated 4 years ago
- ☆15Aug 7, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- The official implementation for "Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment" which is accepted to NeurIP…☆22May 7, 2024Updated last year
- Experiments codes for SIGIR '20 paper "A General Knowledge Distillation Framework for Counterfactual Recommendation via Uniform Data"☆34May 18, 2020Updated 5 years ago
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆46Oct 28, 2024Updated last year
- CGAT: Channel-aware Graph Attention Networks☆20Mar 24, 2023Updated 3 years ago
- This repository contains our implementations for Shilling Attacks against Recommender Systems.☆23Jun 25, 2022Updated 3 years ago
- ☆31Feb 1, 2021Updated 5 years ago
- [NeurIPS'23] Disentangling Cognitive Diagnosis with Limited Exercise Labels☆16Mar 13, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆10Nov 6, 2021Updated 4 years ago
- [ICDE'23] "DGNN: Disentangled Graph Social Recommendation"☆23Mar 24, 2023Updated 3 years ago
- Code to reproduce paper "Exploring Longitudinal Effects of Session-based Recommendations" in RecSys 2020☆15Nov 21, 2022Updated 3 years ago
- ☆13Mar 24, 2023Updated 3 years ago
- Books and posts to understand Pearl and Rubin's view on causality and their disputes.☆13May 7, 2022Updated 3 years ago
- Source code for Self-Guided Learning to Denoise for Robust Recommendation. SIGIR 2022.☆18Jul 10, 2022Updated 3 years ago
- Counterfactual Explainable Recommendation☆51Dec 7, 2021Updated 4 years ago