cydonia999 / variational-autoencoders-for-collaborative-filtering-pytorch
Implementation of variational autoencoders for collaborative filtering in PyTorch
☆24Updated 5 years ago
Related projects: ⓘ
- ☆12Updated 3 years ago
- This repository contains the code used to run generate the data splits, run the hyperparameter tunings, and export the results presented …☆12Updated 2 years ago
- [ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering☆41Updated 3 years ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆16Updated 3 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆20Updated 3 years ago
- Source code for our LBR paper "Closed-Form Models for Collaborative Filtering with Side-Information" published at RecSys 2020.☆14Updated 3 years ago
- [ WSDM '22 ] On Sampling Collaborative Filtering Datasets☆20Updated 2 years ago
- This is the implementation of our paper: Ziwei Zhu, Xia Hu, and James Caverlee. 2018. Fairness-Aware Tensor-Based Recommendation. In The …☆10Updated 5 years ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Updated last year
- Scalable Recommendation Algorithms☆33Updated 4 years ago
- ☆9Updated 2 years ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆23Updated last year
- A toolkit of Reinforcement Learning based Recommendation (RL4Rec)☆20Updated 2 years ago
- ☆22Updated 3 years ago
- This is the implementation code for the WWW2021 paper "Variation Control and Evaluation for Generative Slate Recommendation"☆13Updated 3 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Updated last year
- ☆17Updated 4 years ago
- sisinflab / Reenvisioning-the-comparison-between-Neural-Collaborative-Filtering-and-Matrix-Factorization☆20Updated 2 years ago
- Code for the WWW'22 paper "MCL: Mixed-Centric Loss for Collaborative Filtering"☆11Updated 2 years ago
- This repository contains python (using Keras) code implementing variational autoencoders for collaborative filtering on movielens and spo…☆36Updated 2 years ago
- ☆57Updated 4 months ago
- (SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’☆22Updated last year
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆24Updated last year
- The official PyTorch implementation of the paper "RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback"☆106Updated 3 months ago
- Variational Autoencoder for Collaborative Filtering implementation in TensorFlow☆24Updated 5 years ago
- [Official Codes] Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)☆32Updated 2 years ago
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Updated last year
- Implementation of the RecWalk recommendation algorithm☆22Updated 5 years ago
- Benchmarking of Session-based Recommendation Approaches☆30Updated 3 years ago
- Off-policy Learning in Two-stage Recommender Systems. https://dl.acm.org/doi/pdf/10.1145/3366423.3380130☆27Updated 4 years ago