HarrieO / 2022-doubly-robust-LTRLinks
☆9Updated 2 years ago
Alternatives and similar repositories for 2022-doubly-robust-LTR
Users that are interested in 2022-doubly-robust-LTR are comparing it to the libraries listed below
Sorting:
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Updated 2 years ago
- Accelerated Confergence for Counterfactual Learning to Rank☆17Updated 3 years ago
- Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.☆23Updated 2 years ago
- ☆16Updated 4 years ago
- ☆12Updated 3 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆18Updated 2 years ago
- ☆18Updated 4 years ago
- Estimators to perform off-policy evaluation☆13Updated 11 months ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆24Updated 2 years ago
- ☆9Updated 3 years ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆16Updated 4 years ago
- Source code for our paper "Pessimistic Decision-Making for Recommender Systems" published at ACM TORS, and RecSys 2021.☆11Updated 2 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Updated 2 years ago
- A Pytorch implementation of "Deep Learning with Logged Bandit Feedback"☆10Updated 6 years ago
- Fair Benchmarks☆10Updated 6 years ago
- ☆18Updated 2 years ago
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Updated 2 years ago
- Non-stationary Off-policy Evaluation☆13Updated 6 years ago
- ☆14Updated 4 years ago
- ☆32Updated 3 years ago
- ☆11Updated last year
- Code for "Using Embeddings to Correct for Unobserved Confounding"☆10Updated 6 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Updated 7 years ago
- Source code for our LBR paper "Closed-Form Models for Collaborative Filtering with Side-Information" published at RecSys 2020.☆15Updated 4 years ago
- This repository contains the scripts used during my participation on CIKM Cup 2016 (see http://cikmcup.org/ and https://competitions.coda…☆11Updated 8 years ago
- Tutorial for Multi-Stakeholder Recommender Systems☆22Updated 3 years ago
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Updated 5 years ago
- Implementation of variational autoencoders for collaborative filtering in PyTorch☆25Updated 6 years ago
- Off-policy Learning in Two-stage Recommender Systems. https://dl.acm.org/doi/pdf/10.1145/3366423.3380130☆30Updated 5 years ago
- This is the implementation code for the WWW2021 paper "Variation Control and Evaluation for Generative Slate Recommendation"☆15Updated 4 years ago