Xiangqian Sun
3 papers · 2023–2024 · 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
(1)
feature selection
(1)
model interpretability
(1)
time series forecasting
(1)
subset selection
(1)
long short-term memory
(1)
recurrent neural network
(1)
treatment effect
(1)
inverse propensity weighting
(1)
differentiable relaxation
(1)
perturbation method
(1)
maximum entropy sampling
(1)
double machine learning
(1)
regularization method
(1)
credit line
(1)
tensorized lstm
(1)
Papers
The Causal Impact of Credit Lines on Spending Distributions
AAAI 2024
A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection
AISTATS 2023
DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series
IJCAI 2023