Valentin Flunkert
5 papers · 2016–2022 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (14)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π
Trend Setter
Conferences
AISTATS (1)
ICLR (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
time series
(2)
representation learning
(1)
semi-supervised learning
(1)
probabilistic modeling
(1)
anomaly detection
(1)
bayesian inference
(1)
deep learning
(1)
quantile regression
(1)
time series forecasting
(1)
recurrent neural network
(1)
kalman smoothing
(1)
probabilistic forecasting
(1)
spline regression
(1)
demand forecasting
(1)
neural network
(1)
deep anomaly detection
(1)
synthetic anomaly injection
(1)
intermittent demand
(1)
time series analysis
(1)
newton-raphson optimization
(1)
Papers
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series
ICLR 2022
Neural Contextual Anomaly Detection for Time Series
IJCAI 2022
GluonTS: Probabilistic and Neural Time Series Modeling in Python
JMLR 2020
Probabilistic Forecasting with Spline Quantile Function RNNs
AISTATS 2019
Bayesian Intermittent Demand Forecasting for Large Inventories
NIPS 2016