Denis Krompaß

18 papers A* 2B 2C 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comparative Study on How Data Normalization Affects Zero-Shot Generalization in Time Series Foundation Models.
CoRR
Ihab Ahmed, Denis Krompaß, Cheng Feng, Volker Tresp
2025 — conf
A Study on Joint Model and Hyperparameter Optimization for Federated Transformer Pre-Training.
FLLM
Claudia Großer, Denis Krompaß, Haokun Chen, Mark Buckley, Thomas A. Runkler
2025 A* conf
FedPop: Federated Population-based Hyperparameter Tuning.
AAAI
Haokun Chen, Denis Krompaß, Jindong Gu, Volker Tresp
2022 B conf
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption.
ICPR
Ahmed Frikha, Denis Krompaß, Volker Tresp
2022 C conf
Towards Data-Free Domain Generalization.
ACML
Ahmed Frikha, Haokun Chen, Denis Krompaß, Thomas A. Runkler, Volker Tresp
2021 J jnl
COLUMBUS: Automated Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption.
CoRR
Ahmed Frikha, Denis Krompaß, Volker Tresp
2021 A* conf
Few-Shot One-Class Classification via Meta-Learning.
AAAI
Ahmed Frikha, Denis Krompaß, Hans-Georg Köpken, Volker Tresp
2021 J jnl
Towards Data-Free Domain Generalization.
CoRR
Ahmed Frikha, Haokun Chen, Denis Krompaß, Thomas A. Runkler, Volker Tresp
2020 B conf
ARCADe: A Rapid Continual Anomaly Detector.
ICPR
Ahmed Frikha, Denis Krompaß, Volker Tresp
2020 J jnl
ARCADe: A Rapid Continual Anomaly Detector.
CoRR
Ahmed Frikha, Denis Krompaß, Volker Tresp
2020 J jnl
Few-Shot One-Class Classification via Meta-Learning.
CoRR
Ahmed Frikha, Denis Krompaß, Hans-Georg Köpken, Volker Tresp
2015 J jnl
Exploiting Latent Embeddings of Nominal Clinical Data for Predicting Hospital Readmission.
Künstliche Intell.
Denis Krompaß, Cristóbal Esteban, Volker Tresp, Martin Sedlmayr, Thomas Ganslandt
2015 — —
Exploiting prior knowledge and latent variable representations for the statistical modeling and probabilistic querying of large knowledge graphs.
Denis Krompaß
2015 J jnl
Learning with Memory Embeddings.
CoRR
Volker Tresp, Cristóbal Esteban, Yinchong Yang, Stephan Baier, Denis Krompaß
2015 J jnl
Predicting the Co-Evolution of Event and Knowledge Graphs.
CoRR
Cristóbal Esteban, Volker Tresp, Yinchong Yang, Stephan Baier, Denis Krompaß
2015 — conf
Type-Constrained Representation Learning in Knowledge Graphs.
ISWC (1)
Denis Krompaß, Stephan Baier, Volker Tresp
2015 J jnl
Type-Constrained Representation Learning in Knowledge Graphs.
CoRR
Denis Krompaß, Stephan Baier, Volker Tresp
2014 — conf
Querying Factorized Probabilistic Triple Databases.
ISWC (2)
Denis Krompaß, Maximilian Nickel, Volker Tresp