Zhixiang Huang
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal inference
(3)
credit risk
(2)
treatment effect
(2)
model interpretability
(1)
time series forecasting
(1)
machine learning
(1)
long short-term memory
(1)
recurrent neural network
(1)
selection bia
(1)
inverse propensity weighting
(1)
double machine learning
(1)
covariate balancing
(1)
credit line
(1)
tensorized lstm
(1)
representation learning
(1)
policy evaluation
(1)
Papers
The Causal Impact of Credit Lines on Spending Distributions
AAAI 2024
DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series
IJCAI 2023
Towards Balanced Representation Learning for Credit Policy Evaluation
AISTATS 2023
The Causal Learning of Retail Delinquency
AAAI 2021