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Kan, Kelvin
3 publications
NeurIPS
2025
Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency
Kelvin Kan
,
Xingjian Li
,
Benjamin Zhang
,
Tuhin Sahai
,
Stanley Osher
,
Markos Katsoulakis
AISTATS
2022
Learning Quantile Functions Without Quantile Crossing for Distribution-Free Time Series Forecasting
Youngsuk Park
,
Danielle Maddix
,
François-Xavier Aubet
,
Kelvin Kan
,
Jan Gasthaus
,
Yuyang Wang
AISTATS
2022
Multivariate Quantile Function Forecaster
Kelvin Kan
,
François-Xavier Aubet
,
Tim Januschowski
,
Youngsuk Park
,
Konstantinos Benidis
,
Lars Ruthotto
,
Jan Gasthaus