David Sommer - RankMe

34 papers B 1C 2Journal 13Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reverse Diffusion Sampling with Tensor Train Approximations of Hamilton-Jacobi-Bellman Equations. SIAM J. Sci. Comput. Robert Gruhlke, David Sommer, Max Kirstein, Martin Eigel, Claudia Schillings
2025	J	`jnl`	Approximation and learning with compositional tensor trains. CoRR Martin Eigel, Charles Miranda, Anthony Nouy, David Sommer
2025	—	`conf`	Sampling from Boltzmann Densities with Physics Informed Low-Rank Formats. SSVM (1) Paul Hagemann, Janina Schütte, David Sommer, Martin Eigel, Gabriele Steidl
2024	J	`jnl`	Generative Modelling with Tensor Train approximations of Hamilton-Jacobi-Bellman equations. CoRR David Sommer, Robert Gruhlke, Max Kirstein, Martin Eigel, Claudia Schillings
2024	J	`jnl`	Less Interaction with Forward Models in Langevin Dynamics: Enrichment and Homotopy. SIAM J. Appl. Dyn. Syst. Martin Eigel, Robert Gruhlke, David Sommer
2024	J	`jnl`	Sampling from Boltzmann densities with physics informed low-rank formats. CoRR Paul Hagemann, Janina Schütte, David Sommer, Martin Eigel, Gabriele Steidl
2023	J	`jnl`	Approximating Langevin Monte Carlo with ResNet-like Neural Network architectures. CoRR Martin Eigel, Charles Miranda, Janina Schütte, David Sommer
2023	J	`jnl`	Dynamical low-rank approximations of solutions to the Hamilton-Jacobi-Bellman equation. Numer. Linear Algebra Appl. Martin Eigel, Reinhold Schneider, David Sommer
2022	J	`jnl`	Decomposition of Industrial Systems for Energy Efficiency Optimization with OptTopo. CoRR Gregor Thiele, Theresa Johanni, David Sommer, Jörg Krüger
2022	J	`jnl`	Less interaction with forward models in Langevin dynamics. CoRR Martin Eigel, Robert Gruhlke, David Sommer
2022	C	`conf`	OptTopo: Automated set-point optimization for coupled systems using topology information. CoDIT Gregor Thiele, Theresa Johanni, David Sommer, Martin Eigel, Jörg Krüger
2022	—	`conf`	Tensor-Train Kernel Learning for Gaussian Processes. COPA Max Kirstein, David Sommer, Martin Eigel
2020	—	`conf`	System identification of a hysteresis-controlled pump system using SINDy. ICSTCC Gregor Thiele, Arne Fey, David Sommer, Jörg Krüger
2017	J	`jnl`	Creating impact resonance through a culture of Holistic Discoverability. Learn. Publ. David Sommer
2016	—	`conf`	Large Sleepy Reading Corpus (LSRC): Applying Read Speech for Detecting Sleepiness. ITG Symposium on Speech Communication Jarek Krajewski, Sebastian Schnieder, Christopher Monschau, Raphael Titt, David Sommer, Martin Golz
2012	J	`jnl`	Applying multiple classifiers and non-linear dynamics features for detecting sleepiness from speech. Neurocomputing Jarek Krajewski, Sebastian Schnieder, David Sommer, Anton Batliner, Björn W. Schuller
2012	—	`conf`	Heart rate measures reflect the interaction of low mental workload and fatigue during driving simulation. AutomotiveUI Udo Trutschel, Martin Golz, Christian Heinze, David Sommer, Bill Sirois, David Edwards
2011	—	`conf`	Evaluation of Dynamic Transfer Nodes for Distributed Cooperative On-Demand Transportation. VTC Fall Markus Duchon, David Sommer, Michael Dürr
2010	—	`conf`	Applying nonlinear dynamics features for speech-based fatigue detection. MB Jarek Krajewski, David Sommer, Thomas Schnupp, Tom Laufenberg, Christian Heinze, Martin Golz
2010	—	`conf`	Detecting fatigue from steering behaviour applying continuous wavelet transform. MB Jarek Krajewski, Martin Golz, Sebastian Schnieder, Thomas Schnupp, Christian Heinze, David Sommer
2010	—	`conf`	Pattern recognition methods: a novel analysis for the pupillographic sleepiness test. MB Jarek Krajewski, Thomas Schnupp, Sebastian Schnieder, David Sommer, Christian Heinze, Martin Golz
2009	—	`—`	Analyse des Mikroschlafs mit Methoden der computergestützten Intelligenz. David Sommer
2009	—	`conf`	Biosignal Based Discrimination between Slight and Strong Driver Hypovigilance by Support-Vector Machines. ICAART (Revised Selected Papers) David Sommer, Martin Golz, Udo Trutschel, Dave Edwards
2009	—	`conf`	Data Reduction or Data Fusion in Bisoginal Processing? BIOSIGNALS Martin Golz, David Sommer, Udo Trutschel
2009	B	`conf`	Determination of Driver's Hypovigilance from Biosignals. ICAART David Sommer, Martin Golz, Udo Trutschel, Dave Edwards
2007	—	`conf`	Blind Extraction of Microsleep Events. DSP Wai Yie Leong, Danilo P. Mandic, Martin Golz, David Sommer
2007	J	`jnl`	Feature Fusion for the Detection of Microsleep Events. J. VLSI Signal Process. Martin Golz, David Sommer, Mo Chen, Udo Trutschel, Danilo P. Mandic
2006	—	`conf`	A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application. MFI Mo Chen, David Sommer, Su Lee Goh, Temujin Gautama, Dragan Obradovic, Martin Golz, Mary J. Morrell, Hui Wang, Danilo P. Mandic
2006	—	`conf`	Alertness Assessment Using Data Fusion and Discrimination Ability of LVQ-Networks. KES (3) Udo Trutschel, David Sommer, Acacia Aguirre, Todd Dawson, Bill Sirois
2006	—	`conf`	The Performance of LVQ Based Automatic Relevance Determination Applied to Spontaneous Biosignals. KES (3) Martin Golz, David Sommer
2005	—	`conf`	A Comparison of Validation Methods for Learning Vector Quantization and for Support Vector Machines on Two Biomedical Data Sets. GfKl David Sommer, Martin Golz
2005	—	`conf`	Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection. ICANN (2) David Sommer, Mo Chen, Martin Golz, Udo Trutschel, Danilo P. Mandic
2001	C	`conf`	Clustering of EEG-Segments Using Hierarchical Agglomerative Methods and Self-Organizing Maps. ICANN David Sommer, Martin Golz
1971	J	`jnl`	An Intersection Cut from the Dual of the Unit Hypercube. Oper. Res. Egon Balas, V. Joseph Bowman, Fred W. Glover, David Sommer