jiaqima / Off-Policy-2-StageView external linksLinks
Off-policy Learning in Two-stage Recommender Systems. https://dl.acm.org/doi/pdf/10.1145/3366423.3380130
☆30Jun 11, 2020Updated 5 years ago
Alternatives and similar repositories for Off-Policy-2-Stage
Users that are interested in Off-Policy-2-Stage are comparing it to the libraries listed below
Sorting:
- ☆19Sep 9, 2020Updated 5 years ago
- Offline evaluation of multi-armed bandit algorithms☆23Dec 1, 2020Updated 5 years ago
- A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms☆39Dec 27, 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
- ☆12Jun 17, 2019Updated 6 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 "BLOB: a probabilistic model for recommendation that combines organic and bandit signals" published at KDD 2020…☆16Mar 24, 2023Updated 2 years ago
- Contextual bandit benchmarking☆53Jan 21, 2026Updated 3 weeks 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
- ☆51Jan 3, 2021Updated 5 years ago
- ☆14Aug 13, 2018Updated 7 years ago
- This is the pytorch implementation of the UAI2023 paper "A Trajectory is Worth Three Sentences: Multimodal Transformer for Offline Reinf…☆11Oct 9, 2023Updated 2 years ago
- code for EMNLP2018 paper 'Associative-multichannel-autoencoder for multimodal word representation'☆13Aug 24, 2018Updated 7 years ago
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Dec 13, 2022Updated 3 years ago
- Learning wordnet using tensor neural network☆15Jun 15, 2015Updated 10 years ago
- ☆32Jul 4, 2022Updated 3 years ago
- KDD'22 ''Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning''☆14Feb 21, 2023Updated 2 years ago
- ☆12Jul 4, 2022Updated 3 years ago
- This is the implementation code for the WWW2021 paper "Variation Control and Evaluation for Generative Slate Recommendation"☆15Jun 7, 2021Updated 4 years ago
- Multi-armed bandits for dynamic movie recommendations☆14Nov 20, 2019Updated 6 years ago
- Reinforcement Learning with Convex Constraints☆14Apr 6, 2022Updated 3 years ago
- Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering.☆14Jul 13, 2017Updated 8 years ago
- Partial Codes and datasets for NeurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"☆20Nov 1, 2019Updated 6 years ago
- Document Sequence with Subtopic Attention☆19Mar 24, 2023Updated 2 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Feb 23, 2021Updated 4 years ago
- ☆22Jan 14, 2021Updated 5 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
- ☆23Oct 20, 2023Updated 2 years ago
- ☆19Oct 7, 2020Updated 5 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆21Nov 29, 2020Updated 5 years ago
- Mend Your Learning Approach, Not the Data for Ranking E-Commerce Products☆23Mar 31, 2020Updated 5 years ago
- ☆25Aug 25, 2021Updated 4 years ago
- TensorFlow Implementation of "Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation" in SIGIR'21☆26Jun 22, 2023Updated 2 years ago
- Implementation of variational autoencoders for collaborative filtering in PyTorch☆25May 13, 2019Updated 6 years ago
- Variational Autoencoder for Collaborative Filtering implementation in TensorFlow☆24Jul 23, 2019Updated 6 years ago
- Reinforced Recommendation toolkit built around pytorch 1.7☆589Dec 8, 2020Updated 5 years ago
- A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm☆27Feb 7, 2022Updated 4 years ago
- (SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’☆21Nov 21, 2022Updated 3 years ago
- Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020☆24May 29, 2021Updated 4 years ago