Francois-Xavier Aubet
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(8)
Conferences
AISTATS (2)
AUTOML (1)
IJCAI (1)
Top co-authors
Keywords
quantile crossing
(2)
representation learning
(1)
semi-supervised learning
(1)
quantile regression
(1)
time series forecasting
(1)
probabilistic forecasting
(1)
neural network
(1)
multi-horizon forecasting
(1)
energy score
(1)
input-convex neural network
(1)
multivariate quantile function
(1)
deep anomaly detection
(1)
time series analysis
(1)
synthetic anomaly injection
(1)
Papers
Obeying the Order: Introducing Ordered Transfer Hyperparameter Optimization
AUTOML 2025
Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting
AISTATS 2022
Multivariate Quantile Function Forecaster
AISTATS 2022
Neural Contextual Anomaly Detection for Time Series
IJCAI 2022