Xing Yan
5 papers · 2018–2024 · 2 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
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(3)
Optimization & Theory
(3)
Data Science & Analytics
(2)
Core Methods
(2)
Learning Types
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Mathematics
(1)
Methods
(1)
Keywords
financial time series
(2)
causal inference
(2)
domain generalization
(1)
out-of-distribution generalization
(1)
quantile regression
(1)
multivariate analysis
(1)
machine learning
(1)
sequential learning
(1)
conditional distribution
(1)
long short-term memory
(1)
heavy-tailed distribution
(1)
decision tree
(1)
tail risk
(1)
treatment effect
(1)
financial modeling
(1)
random forest
(1)
inverse propensity weighting
(1)
double machine learning
(1)
tail dependence
(1)
extreme value theory
(1)
Papers
Invariant Random Forest: Tree-Based Model Solution for OOD Generalization
AAAI 2024
The Causal Impact of Credit Lines on Spending Distributions
AAAI 2024
The Causal Learning of Retail Delinquency
AAAI 2021
Cross-sectional Learning of Extremal Dependence among Financial Assets
NeurIPS 2019
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
NeurIPS 2018