Tim Januschowski
16 papers
· 2018–2023
· 6 conferences
· across top CS/AI conferences
Achievements
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Academic Marathon
(5)
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(29)
π§
Keyword Pioneer
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Cross-Pollinator
(14)
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Conference Polyglot
(6)
π€
Dynamic Duo
(10)
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Keyword Champion
(2)
π±
Topic Pioneer
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Century Club
(16)
ποΈ
Keyword Collector
(58)
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Trend Setter
β‘
Prolific Year
(7)
π₯
Unstoppable
(6)
Conferences
NIPS (8)
AISTATS (3)
ICML (2)
ICLR (1)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
probabilistic forecasting
(6)
time series
(5)
time series forecasting
(4)
deep learning
(3)
recurrent neural network
(3)
anomaly detection
(3)
probabilistic forecast
(3)
quantile regression
(2)
probabilistic model
(2)
variational inference
(2)
temporal point process
(2)
state space model
(2)
event sequence
(2)
neural network
(2)
stochastic process
(1)
mean-field approximation
(1)
probabilistic generative model
(1)
sequential hypothesis testing
(1)
transfer learning
(1)
posterior inference
(1)
Papers
Multivariate Quantile Function Forecaster
AISTATS 2022
Neural Temporal Point Processes: A Review
IJCAI 2021
Deep Factors for Forecasting
ICML 2019