Clemens Otte - RankMe

27 papers A* 1B 4C 1Misc 1Journal 11Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Neural-Anova: Analytical Model Decomposition Using Automatic Integration. MLSP Steffen Limmer, Steffen Udluft, Clemens Otte
2024	J	`jnl`	Data-driven Verification of DNNs for Object Recognition. CoRR Clemens Otte, Yinchong Yang, Danny Benlin Oswan
2024	J	`jnl`	Neural-ANOVA: Model Decomposition for Interpretable Machine Learning. CoRR Steffen Limmer, Steffen Udluft, Clemens Otte
2022	—	`conf`	Safe Policy Improvement Approaches and Their Limitations. ICAART (Revised Selected Paper Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2022	J	`jnl`	Safe Policy Improvement Approaches and their Limitations. CoRR Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2022	—	`conf`	Safe Policy Improvement Approaches on Discrete Markov Decision Processes. ICAART (2) Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2022	J	`jnl`	Safe Policy Improvement Approaches on Discrete Markov Decision Processes. CoRR Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft
2020	J	`jnl`	Bayesian decomposition of multi-modal dynamical systems for reinforcement learning. Neurocomputing Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2019	—	`conf`	Data Association with Gaussian Processes. ECML/PKDD (2) Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2019	J	`jnl`	Interpretable Dynamics Models for Data-Efficient Reinforcement Learning. CoRR Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2019	B	`conf`	interpretable dynamics models for data-efficient reinforcement learning. ESANN Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2018	A*	`conf`	Bayesian Alignments of Warped Multi-Output Gaussian Processes. NeurIPS Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2018	J	`jnl`	Multimodal Deep Gaussian Processes. CoRR Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2017	J	`jnl`	Bayesian Alignments of Warped Multi-Output Gaussian Processes. CoRR Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek
2014	J	`jnl`	Interpretable semi-parametric regression models with defined error bounds. Neurocomputing Clemens Otte
2013	B	`conf`	Learning regression models with guaranteed error bounds. ESANN Clemens Otte
2011	J	`jnl`	Improving the accuracy of network intrusion detectors by input-dependent stacking. Integr. Comput. Aided Eng. Clemens Otte, Christof Störmann
2010	—	`ch.`	Ensemble Learning for Multi-source Information Fusion. Intelligent Autonomous Systems Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse
2009	C	`conf`	Ensemble Learning for Multi-source Information Fusion. ECSQARU Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte, Rudolf Kruse
2009	B	`conf`	Heterogeneous mixture-of-experts for fusion of locally valid knowledge-based submodels. ESANN Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte
2009	J	`jnl`	Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter Systeme (Machine Learning of Verifiable Classifiers for Autonomous Control of Safety-related Systems). Autom. Sebastian Nusser, Clemens Otte, Werner Hauptmann, Oskar Leirich, Manfred Krätschmer, Rudolf Kruse
2009	—	`ch.`	Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification Costs. Applications of Supervised and Unsupervised Ensemble Methods Sebastian Nusser, Clemens Otte, Werner Hauptmann
2008	Misc	`conf`	An EM-Based Piecewise Linear Regression Algorithm. HAIS Sebastian Nusser, Clemens Otte, Werner Hauptmann
2008	B	`conf`	Interpretable ensembles of local models for safety-related applications. ESANN Sebastian Nusser, Clemens Otte, Werner Hauptmann
2008	—	`conf`	Multi-Class Extension of Verifiable Ensemble Models for Safety-Related Applications. GfKl Sebastian Nusser, Clemens Otte, Werner Hauptmann
2008	—	`conf`	Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM. SMPS Christian Moewes, Clemens Otte, Rudolf Kruse
1998	—	`—`	Fuzzy-Prototyp-Klassifikatoren und deren Anwendung zur automatischen Merkmalsselektion. Clemens Otte