Xing Yan
5 papers · 2018–2024 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π Academic Marathon (6) π Interdisciplinary Bridge π Conference Polyglot (2) π Cross-Pollinator (15)
π§
Keyword Pioneer
π
Keyword Champion
(2)
Conferences
AAAI (3)
NIPS (2)
Top co-authors
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
The Causal Impact of Credit Lines on Spending Distributions
AAAI 2024
Invariant Random Forest: Tree-Based Model Solution for OOD Generalization
AAAI 2024
The Causal Learning of Retail Delinquency
AAAI 2021
Cross-sectional Learning of Extremal Dependence among Financial Assets
NIPS 2019
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
NIPS 2018