Dennis Thumm

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authored a paper 5 days ago

DoTime: A Synthetic Benchmark Generator for Interventional and Counterfactual Time Series

Paper • 2607.27263 • Published 7 days ago

updated a model 17 days ago

thummd/do-over-time-pfn

Updated 17 days ago

updated a model 28 days ago

thummd/continuous-time-causal-pfn

Updated 28 days ago

published a model 28 days ago

thummd/continuous-time-causal-pfn

Updated 28 days ago

updated 4 datasets about 1 month ago

thummd/dot-RegimeSwitch-v1

Viewer • Updated Jun 26 • 10k • 21

thummd/dot-Identifiability-v1

Viewer • Updated Jun 26 • 10.8k • 21

thummd/dot-Generic-100k

Viewer • Updated Jun 26 • 100k • 157

thummd/dot-Continuous-v1

Viewer • Updated Jun 26 • 10k • 20

published 4 datasets about 1 month ago

thummd/dot-RegimeSwitch-v1

Viewer • Updated Jun 26 • 10k • 21

thummd/dot-Identifiability-v1

Viewer • Updated Jun 26 • 10.8k • 21

thummd/dot-Generic-100k

Viewer • Updated Jun 26 • 100k • 157

thummd/dot-Continuous-v1

Viewer • Updated Jun 26 • 10k • 20

published a model about 1 month ago

thummd/do-over-time-pfn

Updated 17 days ago

authored a paper about 2 months ago

Towards Continuous-time Causal Foundation Models

Paper • 2605.28880 • Published May 26

authored a paper 4 months ago

Interventional Time Series Priors for Causal Foundation Models

Paper • 2603.11090 • Published Mar 11

authored 3 papers 9 months ago

Sequential Causal Normal Form Games: Theory, Computation, and Strategic Signaling

Paper • 2511.06934 • Published Nov 10, 2025

Towards Causal Market Simulators

Paper • 2511.04469 • Published Nov 6, 2025 • 1

Causal Regime Detection in Energy Markets With Augmented Time Series Structural Causal Models

Paper • 2511.04361 • Published Nov 6, 2025

updated 2 models over 2 years ago

thummd/NERRE-llama-2-finetuned

Updated Mar 26, 2024

thummd/dialog-summarization-llama-2-finetuned

Updated Mar 25, 2024