Yanghao Xiao
4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
causal inference
(3)
propensity score
(2)
hidden confounding
(2)
recommendation system
(2)
inverse propensity weighting
(1)
inverse propensity scoring
(1)
propensity score weighting
(1)
debiased recommendation
(1)
balanced representation
(1)
multi-task learning
(1)
selection bia
(1)
recommender system
(1)
Papers
Addressing Hidden Confounding with Heterogeneous Observational Datasets for Recommendation
NIPS 2024
Debiased Collaborative Filtering with Kernel-Based Causal Balancing
ICLR 2024
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach
NIPS 2023
Propensity Matters: Measuring and Enhancing Balancing for Recommendation
ICML 2023