Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendada, G. Salha and T. Bontempelli
☆60Sep 30, 2020Updated 5 years ago
Alternatives and similar repositories for carousel_bandits
Users that are interested in carousel_bandits are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Dec 14, 2020Updated 5 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
- Accelerated Confergence for Counterfactual Learning to Rank☆17Jan 21, 2022Updated 4 years ago
- Source code for our LBR paper "Closed-Form Models for Collaborative Filtering with Side-Information" published at RecSys 2020.☆15Jul 22, 2021Updated 4 years ago
- ☆25Aug 25, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Estimators to perform off-policy evaluation☆13Sep 3, 2024Updated last year
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 3 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Nov 2, 2017Updated 8 years ago
- 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
- https://sites.google.com/cornell.edu/recsys2021tutorial☆58Mar 21, 2022Updated 4 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Jul 16, 2023Updated 2 years ago
- Source code from our RecSys 2020 paper: "Making neural network interpretable with attribution: application to implicit signals prediction…☆14Oct 2, 2020Updated 5 years ago
- Python code to reproduce the experiments presented in the paper Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Ite…☆12Nov 13, 2020Updated 5 years ago
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆98Oct 21, 2021Updated 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.
- 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
- Vowpal Wabbit examples and tutorials☆21Jan 20, 2022Updated 4 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆71Jun 4, 2021Updated 5 years ago
- Ranking-Critical Training for Collaborative Filtering☆36Jun 17, 2024Updated 2 years ago
- Software for the experiments reported in the RecSys 2019 paper "Multi-Armed Recommender System Bandit Ensembles"☆14Aug 16, 2019Updated 6 years ago
- Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders (RecSys 2021)☆19Oct 17, 2021Updated 4 years ago
- FINN.no Slate Dataset for Recommender Systems. A dataset containing all interactions (viewed items + response (clicked item / no click) f…☆54Jan 29, 2023Updated 3 years ago
- Python implementation of "Content-based recommendations with poisson factorization", with some extensions☆30Jul 30, 2023Updated 2 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.
- Learning to Rank in PyTorch☆91Jan 2, 2024Updated 2 years ago
- Python implementations of contextual bandits algorithms☆838Feb 22, 2026Updated 4 months ago
- Publication of the code we used in the RecSys Challenge 2018.☆12Jul 11, 2018Updated 7 years ago
- Tutorial by Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia and Felice Antonio Merra about Adversarial Machine Learning in Recommende…☆25Apr 12, 2021Updated 5 years ago
- Birkhoff decomposition for doubly stochastic matrices.☆14Sep 17, 2023Updated 2 years ago
- 🧮 Extended Latent Dirichlet Allocation for Collaborative Filtering in Recommender Systems.☆42May 16, 2022Updated 4 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Nov 21, 2022Updated 3 years ago
- Code supporting the ISMIR 2020 Klio Tutorial☆20Oct 11, 2020Updated 5 years ago
- implement basic and contextual MAB algorithms for recommendation system☆41Jan 18, 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.
- ☆12Dec 23, 2016Updated 9 years ago
- Session-based recommender system: Serenade☆81Nov 6, 2024Updated last year
- demo of running rl-based recommender systems locally☆12Jun 11, 2022Updated 4 years ago
- A python implementation of Dueling Bandit Gradient Descent (DBGD)☆24Jan 23, 2019Updated 7 years ago
- ☆10Jul 8, 2021Updated 4 years ago
- ☆51Jan 3, 2021Updated 5 years ago
- This is an implementation of the Dual Learning Algorithm with multi-layer feed-forward neural network for online unbiased learning to ran…☆89Feb 1, 2023Updated 3 years ago