ei
von Kügelgen, J., Mey, A., Loog, M., Schölkopf, B.
Semi-supervised learning, causality, and the conditional cluster assumption
NeurIPS 2019 Workshop “Do the right thing”: machine learning and causal inference for improved decision making, December 2019 (poster) Accepted
ei
von Kügelgen, J., Rubenstein, P., Schölkopf, B., Weller, A.
Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks
NeurIPS 2019 Workshop “Do the right thing”: machine learning and causal inference for improved decision making, December 2019 (poster) Accepted
ics
Mager, F., Baumann, D., Jacob, R., Thiele, L., Trimpe, S., Zimmerling, M.
Demo Abstract: Fast Feedback Control and Coordination with Mode Changes for Wireless Cyber-Physical Systems
Proceedings of the 18th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), pages: 340-341, 18th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), April 2019 (poster)
ics
Baumann, D.
Fast and Resource-Efficient Control of Wireless Cyber-Physical Systems
KTH Royal Institute of Technology, Stockholm, Febuary 2019 (phdthesis)
ei
Rojas-Carulla, M.
Learning Transferable Representations
University of Cambridge, UK, 2019 (phdthesis)
ei
Gu, S.
Sample-efficient deep reinforcement learning for continuous control
University of Cambridge, UK, 2019 (phdthesis)
ei
Ścibior*, A.
Formally justified and modular Bayesian inference for probabilistic programs
University of Cambridge, UK, 2019 (phdthesis)
ei
Xu, J.
Spatial Filtering based on Riemannian Manifold for Brain-Computer Interfacing
Technical University of Munich, Germany, 2019 (mastersthesis)
ei
Weichwald, S.
Pragmatism and Variable Transformations in Causal Modelling
ETH Zurich, 2019 (phdthesis)
ei
Meding, K., Schölkopf, B., Wichmann, F. A.
Perception of temporal dependencies in autoregressive motion
European Conference on Visual Perception (ECVP), 2019 (poster)
mms
Sanli, U. T.
Novel X-ray lenses for direct and coherent imaging
Universität Stuttgart, Stuttgart, 2019 (phdthesis)
ei
Katiyar, P.
Quantification of tumor heterogeneity using PET/MRI and machine learning
Eberhard Karls Universität Tübingen, Germany, 2019 (phdthesis)
ei
Bruijns, S. A., Meding, K., Schölkopf, B., Wichmann, F. A.
Phenomenal Causality and Sensory Realism
European Conference on Visual Perception (ECVP), 2019 (poster)
ei
Bauer, M.
Advances in Probabilistic Modelling: Sparse Gaussian Processes, Autoencoders, and Few-shot Learning
University of Cambridge, UK, 2019 (phdthesis)
ics
Buisson-Fenet, M.
Actively Learning Dynamical Systems with Gaussian Processes
Mines ParisTech, PSL Research University, 2019 (mastersthesis)
ei
Aghaeifar, A., Loktyushin, A., Eschelbach, M., Scheffler, K.
Improving performance of linear field generation with multi-coil setup by optimizing coils position
Magnetic Resonance Materials in Physics, Biology and Medicine, 30(Supplement 1):S259, 34th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), October 2017 (poster)
ps
Loper, M. M.
Human Shape Estimation using Statistical Body Models
University of Tübingen, May 2017 (thesis)
ei
Loktyushin, A., Ehses, P., Schölkopf, B., Scheffler, K.
Estimating B0 inhomogeneities with projection FID navigator readouts
25th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), April 2017 (poster)
ei
Feng, X., Loktyushin, A., Deistung, A., Reichenbach, J.
Image Quality Improvement by Applying Retrospective Motion Correction on Quantitative Susceptibility Mapping and R2*
25th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), April 2017 (poster)
ei
pn
sf
Klenske, E. D.
Nonparametric Disturbance Correction and Nonlinear Dual Control
(24098), ETH Zurich, 2017 (phdthesis)
ps
Jampani, V.
Learning Inference Models for Computer Vision
MPI for Intelligent Systems and University of Tübingen, 2017 (phdthesis)
ei
Emde, T.
Development and Evaluation of a Portable BCI System for Remote Data Acquisition
Graduate School of Neural Information Processing, Eberhard Karls Universität Tübingen, Germany, 2017 (mastersthesis)
ei
Fomina, T.
Brain-Computer Interfaces for patients with Amyotrophic Lateral Sclerosis
Eberhard Karls Universität Tübingen, Germany, 2017 (phdthesis)
sf
Bramlage, L.
Design of a visualization scheme for functional connectivity data of Human Brain
Hochschule Osnabrück - University of Applied Sciences, 2017 (thesis)
ei
Safavi, S., Panagiotaropoulos, T., Kapoor, V., Logothetis, N. K., Besserve, M.
Generalized phase locking analysis of electrophysiology data
ESI Systems Neuroscience Conference (ESI-SyNC 2017): Principles of Structural and Functional Connectivity, 2017 (poster)
ei
Geiger, P.
Causal models for decision making via integrative inference
University of Stuttgart, Germany, 2017 (phdthesis)
ps
Tzionas, D.
Capturing Hand-Object Interaction and Reconstruction of Manipulated Objects
University of Bonn, 2017 (phdthesis)
dlg
Györfi, B.
Evaluation of the passive dynamics of compliant legs with inertia
University of Applied Science Pforzheim, Germany, 2017 (mastersthesis)
ei
Sücker, K.
Learning Optimal Configurations for Modeling Frowning by Transcranial Electrical Stimulation
Graduate School of Neural Information Processing, Eberhard Karls Universität Tübingen, Germany, 2017 (mastersthesis)
mms
Groß, Felix
Understanding FORC using synthetic micro-structured systems with variable coupling- and coercivefield distributions
Universität Stuttgart, Stuttgart, 2017 (mastersthesis)
mms
Ilse, S. E.
Using FORC to understand the microstructure-micromagnetism relationship in supermagnets
Universität Stuttgart, Stuttgart, 2017 (mastersthesis)
mms
Kotzur, Nadine
Adsorption von Wasserstoffmolekülen in nanoporösen Gerüststrukturen
Universität Stuttgart, Stuttgart, 2017 (mastersthesis)
mms
Son, K.
Tailored magnetic properties of exchange-spring and ultra hard nanomagnets
Universität Stuttgart, Stuttgart, 2017 (phdthesis)
mms
Boltje, D.
Voltage induced near interface changes of the magnetocrystalline anisotropy energy: A study by X-ray resonant techniques in combination with conventional magnetometry
Universität Stuttgart, Stuttgart, 2017 (mastersthesis)
ps
Lehrmann, A.
Non-parametric Models for Structured Data and Applications to Human Bodies and Natural Scenes
ETH Zurich, July 2016 (phdthesis)
ei
Loktyushin, A., Ehses, P., Schölkopf, B., Scheffler, K.
Autofocusing-based correction of B0 fluctuation-induced ghosting
24th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), May 2016 (poster)
am
Oh, Y., Sutanto, G., Mistry, M., Schweighofer, N., Schaal, S.
Distinct adaptation to abrupt and gradual torque perturbations with a multi-joint exoskeleton robot
Abstracts of Neural Control of Movement Conference (NCM 2016), Montego Bay, Jamaica, April 2016 (poster)
ei
Logothetis, N. K., Murayama, Y., Ramirez-Villegas, J. F., Besserve, M., Evrard, H.
PGO wave-triggered functional MRI: mapping the networks underlying synaptic consolidation
47th Annual Meeting of the Society for Neuroscience (Neuroscience), 2016 (poster)
ei
Köhler, R.
Advances in computational imaging: Benchmarking Deblurring Algorithms, Deep Neural Inpainting, Depth Estimation from Light Fields
Eberhard Karls Universität Tübingen, Germany, 2016 (phdthesis)
ei
Kiefel, M.
Tractable Structured Prediction using the Permutohedral Lattice
ETH Zurich, 2016 (phdthesis)
ei
Ramirez-Villegas, J. F., Logothetis, N. K., Besserve, M.
Statistical source separation of rhythmic LFP patterns during sharp wave ripples in the macaque hippocampus
47th Annual Meeting of the Society for Neuroscience (Neuroscience), 2016 (poster)
ei
Besserve, M., Logothetis, N. K.
Hippocampal neural events predict ongoing brain-wide BOLD activity
47th Annual Meeting of the Society for Neuroscience (Neuroscience), 2016 (poster)
mms
Haag, M.
Untersuchung des Beitrages von Elektron-Magnon Streuungen zur ultraschnellen Entmagnetisierung nach Femtosekunden Laserbestrahlung ferromagnetischer Filme
Universität Stuttgart, Stuttgart, 2016 (phdthesis)
mms
Gräfe, J.
Statische und dynamische Magnetisierungseigenschaften nanoskaliger Überstrukturen
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2016 (phdthesis)
mms
Audehm, P.
Gepinnte Bahnmomente in magnetischen Heterostrukturen
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2016 (phdthesis)
mms
Dieterle, G.
Austauschgekoppelte Moden in magnetischen Vortexstrukturen
Universität Stuttgart, Stuttgart, 2016 (phdthesis)
mms
Weng, Weikai
Density matrix calculations for the ultrafast demagnetization after femtosecond laser pulses
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)
mms
Bauch, J.
Electric field manipulation of perpendicular magnetic anisotropy in microstructured Cobalt-Iron-Boron Magnesium Oxide thin film systems
Universität Stuttgart, Stuttgart, 2016 (mastersthesis)
Balles, Lukas
Deep Learning for Diabetic Retinopathy Diagnostics
Heidelberg University, 2016 (mastersthesis)
mms
Zaiser, Ingrid
Helium und Hydrogen Isotope Adsorption and Separation in Metal-Organic Frameworks
Universität Stuttgart, Stuttgart (und Cuvillier Verlag, Göttingen), 2016 (phdthesis)