Experiments codes for RecSys '21 paper "Mitigating Confounding Bias in Recommendation via Information Bottleneck"
☆19Apr 6, 2022Updated 4 years ago
Alternatives and similar repositories for RecSys21_DIB
Users that are interested in RecSys21_DIB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Implementation of Information Theoretic Counterfactual Learning from Missing Not At Random Feedback. NeurIPS 2020.☆28Mar 3, 2021Updated 5 years ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆107Jun 15, 2023Updated 3 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Jul 16, 2023Updated 3 years ago
- ☆22Jan 14, 2021Updated 5 years ago
- Click-Through Rate Estimation for Rare Events in Online Advertising☆14Oct 17, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆78Sep 3, 2021Updated 5 years ago
- Implementation of DeepAR in PyTorch.☆10Aug 5, 2019Updated 7 years ago
- Summaries and notes on CounterFactual Machine Learning papers☆19Dec 13, 2018Updated 7 years ago
- Question Dependent Recurrent Entity Network☆13Sep 21, 2017Updated 9 years ago
- ☆10Apr 18, 2017Updated 9 years ago
- Public repo containing code to train, visualize, and evaluate semi-supervised topic models and baselines for regression/classification on…☆11Apr 15, 2020Updated 6 years ago
- Learning Transferable Features with Deep Adaptation Networks☆12Jul 18, 2023Updated 3 years ago
- Some baselines for PCIC2021 Track 2: Causal Inference and Recommendation☆17May 29, 2023Updated 3 years ago
- This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.☆108Sep 16, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆47Apr 8, 2022Updated 4 years ago
- Code for the SIGIR20 paper -- Measuring and Mitigating Item Under-Recommendation Bias inPersonalized Ranking Systems☆16Apr 28, 2020Updated 6 years ago
- ☆22Nov 13, 2023Updated 2 years ago
- Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)☆14Nov 26, 2019Updated 6 years ago
- This is the implementation of the Recursive Nearest (Neighbor) Agglomeration☆11Oct 9, 2020Updated 5 years ago
- ☆19Feb 24, 2023Updated 3 years ago
- KDD 2022 Invariant Preference Learning for General Debiasing in Recommendation☆22Aug 12, 2022Updated 4 years ago
- ☆11Oct 9, 2021Updated 4 years ago
- Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"☆50Jun 7, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The source code of the experimental evaluation of Deprez et al. (nd)☆11Oct 8, 2025Updated 11 months ago
- GNN implementations with PyG☆19Dec 5, 2024Updated last year
- ☆10Feb 22, 2023Updated 3 years ago
- Learning to Rank in PyTorch☆92Jan 2, 2024Updated 2 years ago
- LaTeX source code for the slides☆24Jul 15, 2021Updated 5 years ago
- Fair Benchmarks☆10Mar 14, 2019Updated 7 years ago
- Accelerated Confergence for Counterfactual Learning to Rank☆17Jan 21, 2022Updated 4 years ago
- Implementaion of the WWW paper Implicit User Awareness Modeling via Candidate Items for CTR Prediction in Search Ads☆18Apr 27, 2022Updated 4 years ago
- AutoML framework for implementing automated machine learning on data streams☆15Jun 29, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Mar 1, 2019Updated 7 years ago
- Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""☆10Mar 20, 2021Updated 5 years ago
- Code for the paper "Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data" at ICML 2019.☆20Apr 22, 2019Updated 7 years ago
- The code for the paper *The Sensitivity of Counterfactual Fairness to Unmeasured Confounding* @ UAI 2019☆14Apr 4, 2020Updated 6 years ago
- Imputing Single-cell RNA-seq data by combining Graph Convolution and Autoencoder Neural Networks☆20Jun 21, 2024Updated 2 years ago
- Generative Recommendation: Towards Next-generation Recommender Paradigm☆70Dec 26, 2023Updated 2 years ago
- A conversational recommender system dataset with high-quality explanations.☆11Apr 26, 2023Updated 3 years ago