Materials for the "Recommender Systems through the lens of Decision Theory" tutorial delivered at the 30th Web Conference (WWW '21).
☆11Apr 13, 2021Updated 5 years ago
Alternatives and similar repositories for decision-theory-www-2021
Users that are interested in decision-theory-www-2021 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for our LBR paper "Closed-Form Models for Collaborative Filtering with Side-Information" published at RecSys 2020.☆15Jul 22, 2021Updated 5 years ago
- C++ source code for the Dynamic Index algorithm proposed in "Efficient Similarity Computation for Collaborative Filtering in Dynamic Envi…☆16Jul 15, 2019Updated 7 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 4 years ago
- Source code for our paper "BLOB: a probabilistic model for recommendation that combines organic and bandit signals" published at KDD 2020…☆16Mar 24, 2023Updated 3 years ago
- Estimators to perform off-policy evaluation☆13Sep 3, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Nov 24, 2021Updated 4 years ago
- Source code for our paper "Pessimistic Decision-Making for Recommender Systems" published at ACM TORS, and RecSys 2021.☆11Dec 15, 2022Updated 3 years ago
- Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.☆23Jul 6, 2023Updated 3 years ago
- ☆15Sep 25, 2020Updated 6 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
- This repository contains the scripts used during my participation on CIKM Cup 2016 (see http://cikmcup.org/ and https://competitions.coda…☆11Nov 4, 2016Updated 9 years ago
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Jun 26, 2020Updated 6 years ago
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Dec 13, 2022Updated 3 years ago
- Source code for our paper "Top-K Contextual Bandits with Equity of Exposure" published at RecSys 2021.☆15Aug 2, 2021Updated 5 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.
- ☆15Feb 25, 2021Updated 5 years ago
- A Pytorch implementation of "Deep Learning with Logged Bandit Feedback"☆10Aug 22, 2018Updated 8 years ago
- This repository contains the code used to run generate the data splits, run the hyperparameter tunings, and export the results presented …☆14Jul 22, 2022Updated 4 years ago
- ☆11Sep 21, 2020Updated 6 years ago
- Accelerated Confergence for Counterfactual Learning to Rank☆17Jan 21, 2022Updated 4 years ago
- ☆16May 31, 2017Updated 9 years ago
- Starter kit for getting started in the NIPS 2017 Criteo Ad Placement Challenge☆18Nov 10, 2017Updated 8 years ago
- This is the implementation code for the WWW2021 paper "Variation Control and Evaluation for Generative Slate Recommendation"☆15Jun 7, 2021Updated 5 years ago
- CLEARumor: ConvoLving ELMo against Rumors☆11Jul 25, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆16May 9, 2022Updated 4 years ago
- Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendad…☆60Sep 30, 2020Updated 6 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- ☆21May 29, 2022Updated 4 years ago
- ☆25Apr 29, 2023Updated 3 years ago
- ☆13Feb 24, 2023Updated 3 years ago
- A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms☆38Dec 27, 2022Updated 3 years ago
- Code for RecSys'19 paper: Leveraging Post-click Feedback for Content Recommendations☆15Jul 28, 2021Updated 5 years ago
- Reading list for research topics in intent analysis.☆17Oct 23, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 本项目展示了2022年部分信息检索/数据挖掘顶会论文分类。☆17Jun 13, 2022Updated 4 years ago
- ☆18Apr 25, 2023Updated 3 years ago
- Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders (RecSys 2021)☆19Oct 17, 2021Updated 5 years ago
- Summaries and notes on CounterFactual Machine Learning papers☆19Dec 13, 2018Updated 7 years ago
- Vowpal Wabbit examples and tutorials☆21Jan 20, 2022Updated 4 years ago
- Randomized SVD of large sparse matrices on Spark☆78Jul 21, 2022Updated 4 years ago
- ☆16Mar 7, 2020Updated 6 years ago