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Right on Time: Revising Time Series Models by Constraining their Explanations
20 February 2024
Maurice Kraus
David Steinmann
Antonia Wüst
Andre Kokozinski
Kristian Kersting
AI4TS
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Papers citing
"Right on Time: Revising Time Series Models by Constraining their Explanations"
6 / 6 papers shown
QuAnTS: Question Answering on Time Series
Felix Divo
Maurice Kraus
Anh Q. Nguyen
Hao Xue
Imran Razzak
Flora D. Salim
Kristian Kersting
Devendra Singh Dhami
138
1
0
07 Nov 2025
Concept Extraction for Time Series with ECLAD-ts
Antonia Holzapfel
Andres Felipe Posada-Moreno
Sebastian Trimpe
AI4TS
271
2
0
07 Apr 2025
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
Maurice Kraus
Felix Divo
Devendra Singh Dhami
Kristian Kersting
AI4TS
309
17
0
22 Oct 2024
Forecasting Company Fundamentals
Felix Divo
Eric Endress
Kevin Endler
Kristian Kersting
Devendra Singh Dhami
AI4TS
288
4
0
21 Oct 2024
Interpretable end-to-end Neurosymbolic Reinforcement Learning agents
Nils Grandien
Quentin Delfosse
Kristian Kersting
OffRL
479
6
0
18 Oct 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
Neural Information Processing Systems (NeurIPS), 2024
Quentin Delfosse
Sebastian Sztwiertnia
M. Rothermel
Wolfgang Stammer
Kristian Kersting
496
25
0
11 Jan 2024
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