DongHande / AutoDebias
This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.
☆105Updated 2 years ago
Alternatives and similar repositories for AutoDebias:
Users that are interested in AutoDebias are comparing it to the libraries listed below
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆99Updated last year
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆150Updated 7 months ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆75Updated 3 years ago
- Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation☆40Updated 4 years ago
- ☆45Updated 2 years ago
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆72Updated 2 years ago
- A box of core libraries for recommendation model development☆91Updated 2 months ago
- Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue☆26Updated 2 years ago
- This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)☆106Updated 4 years ago
- An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos☆80Updated 2 weeks ago
- TensorFlow implementation of our paper: Cross Pairwise Ranking for Unbiased Item Recommendation (WWW'22)☆43Updated last year
- Adaptive Denoising Training (ADT) for Recommendation.☆69Updated 2 years ago
- Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021☆33Updated 3 years ago
- A PyTorch implementation of ICLR 2021 paper: Learnable Embedding Sizes for Recommender Systems☆65Updated 3 years ago
- ☆62Updated last year
- UBR4CTR is the code for our proposed User Behavior Retrieval for CTR Prediction framework in SIGIR 2020.☆78Updated 3 years ago
- Deconfounded Recommendation for Alleviating Bias Amplification☆45Updated 3 years ago
- An unofficial pytorch implementation of MELU☆45Updated 5 months ago
- Hierarchical Gating Networks for Sequential Recommendation☆140Updated 3 years ago
- Disentagnled Graph Collaborative Filtering, SIGIR2020☆138Updated 4 years ago
- The code for paper MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation☆53Updated 4 years ago
- A pytorch implementation for BPR (Bayesian Personalized Ranking).☆138Updated 5 years ago
- This repo includes some graph-based CTR prediction models and other representative baselines.☆64Updated 8 months ago
- ☆172Updated 2 years ago
- An index of causal inference based recommendation algorithms (TOIS).☆52Updated 10 months ago
- TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.☆124Updated 4 years ago
- Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared …☆109Updated 4 years ago
- ☆41Updated 5 years ago
- PyTorch implementation GRU4Rec model☆15Updated 4 years ago