yuta-saito's repositories
recsys2021-tutorial
https://sites.google.com/cornell.edu/recsys2021tutorial
counterfactual-cv
(ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’
unbiased-implicit-rec-real
(WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"
unbiased-implicit-rec
(WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"
dr-ranking-metric
(RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"
asymmetric-tri-rec-real
(SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’
CFML-papers
Summaries and notes on CounterFactual Machine Learning papers
unbiased-pairwise-rec
(ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"
icml2022-mips
(ICML2022) Off-Policy Evaluation for Large Action Spaces via Embeddings
ijcai2022-adversarial-mf
Towards Resolving Propensity Contradiction in Offline Recommender Learning
awesome-causality-algorithms
An index of algorithms for learning causality with data
icml2023-offcem
(ICML2023) Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling
kdd2022-fair-ranking-nsw
(KDD2022) Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking.
www2024-lope
(TheWebConf'24) Long-term Off-Policy Evaluation and Learning
usaito.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)