Yanghao Xiao
4 papers · 2023–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal inference
(3)
inverse propensity scoring
(2)
recommendation system
(2)
selection bia
(2)
propensity score
(2)
hidden confounding
(2)
doubly robust
(1)
propensity score weighting
(1)
debiased recommendation
(1)
balanced representation
(1)
causal balancing
(1)
multi-task learning
(1)
collaborative filtering
(1)
reproducing kernel hilbert space
(1)
recommender system
(1)
inverse propensity weighting
(1)
Papers
Addressing Hidden Confounding with Heterogeneous Observational Datasets for Recommendation
NeurIPS 2024
Debiased Collaborative Filtering with Kernel-Based Causal Balancing
ICLR 2024
Propensity Matters: Measuring and Enhancing Balancing for Recommendation
ICML 2023
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach
NeurIPS 2023