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Physics for Inference and Optimization

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Theory of Inhomogeneous Condensed Matter Master Thesis Collective dynamics of laterally confined active particles near fluid-fluid interfaces Kistner, I. Universität Stuttgart, Stuttgart, 2017 () BibTeX
Micro, Nano, and Molecular Systems Master Thesis Combinatorial nanostructured films using glancing angle deposition Adams, M. EPFL, 2017 () BibTeX
Empirical Inference Article Comparing sensitivity estimates from MLDS and forced-choice methods in a slant-from-texture experiment Aguilar, G., Wichmann, F. A., Maertens, M. Journal of Vision, 17(1):37, 2017 (Published) DOI BibTeX
Statistical Learning Theory Conference Paper Comparison-based nearest neighbor search Haghiri, S., Ghoshdastidar, D., von Luxburg, U. In Artificial Intelligence and Statistics, Artificial Intelligence and Statistics (AISTATS), 2017 () BibTeX
MPI Year Book Computing with Uncertainty Hennig, P. 2017 () DOI URL BibTeX
Theory of Inhomogeneous Condensed Matter Article Cooperative behavior of biased probes in crowded interacting systems Vasilyev, O., Bénichou, O., Mejía-Monasterio, C., Weeks, E. R., Oshanin, G. Soft Matter, 13(41):7617-7624, Royal Society of Chemistry, Cambridge, UK, 2017 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Critical Casimir interactions between colloids around the critical point of binary solvents Stuij, S. G., Labbe-Laurent, M., Kodger, T. E., Maciolek, A., Schall, P. Soft Matter, 13(31):5233-5249, Royal Society of Chemistry, Cambridge, UK, 2017 () DOI BibTeX
Perceiving Systems Article Data-Driven Physics for Human Soft Tissue Animation Kim, M., Pons-Moll, G., Pujades, S., Bang, S., Kim, J., Black, M. J., Lee, S. ACM Transactions on Graphics, (Proc. SIGGRAPH), 36(4):54:1-54:12, 2017 () video paper URL BibTeX
Perceiving Systems Book Chapter Decentralized Simultaneous Multi-target Exploration using a Connected Network of Multiple Robots Nestmeyer, T., Robuffo Giordano, P., Bülthoff, H. H., Franchi, A. In :989-1011, Autonomous Robots, 2017 () BibTeX
Software Workshop Bachelor Thesis Design of a visualization scheme for functional connectivity data of Human Brain Bramlage, L. Hochschule Osnabrück - University of Applied Sciences, 2017 () Bramlage_BSc_2017.pdf BibTeX
Theory of Inhomogeneous Condensed Matter Article Designing Micro- and Nanoswimmers for Specific Applications Katuri, J., Ma, X., Stanton, M. M., Sanchez, S. Accounts of Chemical Research, 50(1):2-11, American Chemical Society, Easton, Pa., 2017 () DOI BibTeX
Empirical Inference Article Detecting Confounding in Multivariate Linear Models via Spectral Analysis Janzing, D., Schölkopf, B. Journal of Causal Inference, 6(1):article no. 20170013, 2017 (Published) DOI BibTeX
Empirical Inference Article Detecting distortions of peripherally presented letter stimuli under crowded conditions Wallis, T. S. A., Tobias, S., Bethge, M., Wichmann, F. A. Attention, Perception, & Psychophysics, 79(3):850-862, 2017 (Published) DOI BibTeX
Empirical Inference Master Thesis Development and Evaluation of a Portable BCI System for Remote Data Acquisition Emde, T. Graduate School of Neural Information Processing, Eberhard Karls Universität Tübingen, Germany, 2017 (Published) BibTeX
Conference Paper Die Bedeutung der Beobachtungsperspektive beim Bewegungslernen von Mensch-Roboter-Dyaden Kollegger, G., Reinhardt, N., Ewerton, M., Peters, J., Wiemeyer, J. DVS Sportmotorik 2017, 2017 (Published) URL BibTeX
Probabilistic Numerics Perceiving Systems Article Early Stopping Without a Validation Set Mahsereci, M., Balles, L., Lassner, C., Hennig, P. arXiv preprint arXiv:1703.09580, 2017 () URL BibTeX
Theory of Inhomogeneous Condensed Matter Article Effect of boundaries on vacuum field fluctuations and radiation-mediated interactions between atoms Armata, F., Butera, S., Fiscelli, G., Incardone, R., Notararigo, V., Palacino, R., Passante, R., Rizzuto, L., Spagnolo, S. Journal of Physics: Conference Series, 880, IOP Publishing, Bristol, 2017 () DOI BibTeX
Probabilistic Numerics Article Efficiency of analytical and sampling-based uncertainty propagation in intensity-modulated proton therapy Wahl, N., Hennig, P., Wieser, H. P., Bangert, M. Physics in Medicine & Biology, 62(14):5790-5807, 2017 () URL BibTeX
Perceiving Systems Article Efficient 2D and 3D Facade Segmentation using Auto-Context Gadde, R., Jampani, V., Marlet, R., Gehler, P. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 () arXiv BibTeX
Empirical Inference Article Electroencephalographic identifiers of motor adaptation learning Ozdenizci, O., Yalcin, M., Erdogan, A., Patoglu, V., Grosse-Wentrup, M., Cetin, M. Journal of Neural Engineering, 14(4):article no. 046027, 2017 (Published) URL BibTeX
Theory of Inhomogeneous Condensed Matter Article Electrolyte solutions at curved electrodes. I. Mesoscopic approach Reindl, A., Bier, M., Dietrich, S. The Journal of Chemical Physics, 146(15):154703, American Institute of Physics, Woodbury, N.Y., 2017 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Electrolyte solutions at curved electrodes. II. Microscopic approach Reindl, A., Bier, M., Dietrich, S. The Journal of Chemical Physics, 146(15):154704, American Institute of Physics, Woodbury, N.Y., 2017 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Bachelor Thesis Electrostatic interaction between non-identical charged particles at an electrolyte interface Schmetzer, T. Universität Stuttgart, Stuttgart, 2017 () BibTeX
Empirical Inference Book Elements of Causal Inference - Foundations and Learning Algorithms Peters, J., Janzing, D., Schölkopf, B. Adaptive Computation and Machine Learning Series, The MIT Press, Cambridge, MA, USA, 2017 (Published) PDF URL BibTeX
Micro, Nano, and Molecular Systems Bachelor Thesis Enzyme activity and transport in biological media Troll, J. Univ. of Stuttgart, 2017 () BibTeX
Materials Article Equilibrium properties of superconducting niobium at high magnetic fields: A possible existence of a filamentary state in type-II superconductors Kozhevnikov, V., Valente-Feliciano, A. M., Curran, P. J., Suter, A., Liu, A. H., Richter, G., Morenzoni, E., Bending, S. J., Van Haesendonck, C. Physical Review B, 95(17), 2017 () DOI BibTeX
Dynamic Locomotion Master Thesis Evaluation of the passive dynamics of compliant legs with inertia Györfi, B. University of Applied Science Pforzheim, Germany, 2017 () BibTeX
Modern Magnetic Systems Theory of Inhomogeneous Condensed Matter Article Facile fabrication of mesoporous silica micro-jets with multi-functionalities Vilela, D., Hortelao, A. C., Balderas-Xicohténcatl, R., Hirscher, M., Hahn, K., Ma, X., Sánchez, S. Nanoscale, 9(37):13990-13997, Royal Society of Chemistry, Cambridge, UK, 2017 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Fluctuation induced forces in critical films with disorder at their surfaces Maciolek, A., Vasilyev, O., Dotsenko, V., Dietrich, S. Journal of Statistical Mechanics: Theory and Experiment, 2017(11):113203, Institute of Physics Publishing, Bristol, England, 2017 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Article Forward-backward multiplicity correlations in proton-proton collisions from several GeV to LHC energies Bravina, L., Bleibel, J., Emaus, R., Zabrodin, E. EPJ Web of Conferences, 164, EDP Sciences, Les Ulis, 2017 () DOI BibTeX
Materials Article Fracture behavior of nanostructured heavily cold drawn pearlitic steel wires before and after annealing Jaya, B. N., Goto, S., Richter, G., Kirchlechner, C., Dehm, G. Materials Science and Engineering a-Structural Materials Properties Microstructure and Processing, 707:164-171, 2017 () DOI BibTeX
Empirical Inference Miscellaneous From Optimal Transport to Generative Modeling: the VEGAN cookbook Bousquet, O., Gelly, S., Tolstikhin, I., Simon-Gabriel, C. J., Schölkopf, B. 2017 (Published) arXiv follow-up paper BibTeX
Physical Intelligence Article Gene delivery particle engineering strategies for shape-dependent targeting of cells and tissues. Kozielski, K., Sitti, M. Current Gene Therapy, 17(2), 2017 () DOI BibTeX
Empirical Inference Poster Generalized phase locking analysis of electrophysiology data Safavi, S., Panagiotaropoulos, T., Kapoor, V., Logothetis, N. K., Besserve, M. ESI Systems Neuroscience Conference (ESI-SyNC 2017): Principles of Structural and Functional Connectivity, 2017 (Published) BibTeX
Theory of Inhomogeneous Condensed Matter Article Heat radiation and transfer for point particles in arbitrary geometries Asheichyk, K., Müller, B., Krüger, M. Physical Review B, 96(15):155402, American Physical Society, Woodbury, NY, 2017 () DOI BibTeX
Materials Article Hydrophobic pinning with copper nanowhiskers leads to bactericidal properties Singh, A. V., Baylan, S., Park, B. W., Richter, G., Sitti, M. Plos One, 12(4), 2017 () DOI BibTeX
Article Impact of intermediate UV curing and yield stress of 3D printed poly(ethylene glycol) diacrylate hydrogels on interlayer connectivity and maximum build height Hiller, A., Borchers, K., Tovar, G. E. M., Southan, A. Additive Manufacturing, 18:136-144, 2017 () DOI BibTeX
Theory of Inhomogeneous Condensed Matter Master Thesis Interfacial structure of a catalytic surface Lipp, M. Universität Stuttgart, Stuttgart, 2017 () BibTeX
Dynamic Locomotion Conference Paper Is Growing Good for Learning? Heim, S., Spröwitz, A. Proceedings of the 8th International Symposium on Adaptive Motion of Animals and Machines AMAM2017, 2017 (Published) BibTeX
Conference Paper Is Growing Good for Learning? Heim, S., Spröwitz, A. In Proceedings of the 8th International Symposium on Adaptive Motion of Animals and Machines AMAM2017, Hokkaido, Japan, 2017 () BibTeX
Empirical Inference Conference Paper Iterative Feedback-basierte Korrekturstrategien beim Bewegungslernen von Mensch-Roboter-Dyaden Ewerton, M., Kollegger, G., Maeda, G., Wiemeyer, J., Peters, J. In DVS Sportmotorik 2017, 2017 (Published) URL BibTeX
Empirical Inference Article Kernel Mean Embedding of Distributions: A Review and Beyond Muandet, K., Fukumizu, K., Sriperumbudur, B., Schölkopf, B. Foundations and Trends in Machine Learning, 10(1-2):1-141, 2017 () DOI BibTeX
Statistical Learning Theory Conference Paper Kernel functions based on triplet comparisons Kleindessner, M., von Luxburg, U. In Proceedings Neural Information Processing Systems, Neural Information Processing Systems (NIPS 2017), 2017 () BibTeX
Theory of Inhomogeneous Condensed Matter Article Key-lock colloids in a nematic liquid crystal Silvestre, N. M., Tasinkevych, M. Physical Review E, 95(1), American Physical Society, Melville, NY, 2017 () DOI BibTeX
Probabilistic Numerics Article Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning Roos, F. D., Hennig, P. arXiv preprint arXiv:1706.00241, 2017 () URL BibTeX
Perceiving Systems Ph.D. Thesis Learning Inference Models for Computer Vision Jampani, V. MPI for Intelligent Systems and University of Tübingen, 2017 () pdf BibTeX
Empirical Inference Master Thesis Learning Optimal Configurations for Modeling Frowning by Transcranial Electrical Stimulation Sücker, K. Graduate School of Neural Information Processing, Eberhard Karls Universität Tübingen, Germany, 2017 (Published) BibTeX
Perceiving Systems Conference Paper Learning to Filter Object Detections Prokudin, S., Kappler, D., Nowozin, S., Gehler, P. In Pattern Recognition: 39th German Conference, GCPR 2017, Basel, Switzerland, September 12–15, 2017, Proceedings, :52-62, Springer International Publishing, Cham, 2017 () Paper DOI URL BibTeX
Statistical Learning Theory Article Lens Depth Function and k-Relative Neighborhood Graph: Versatile Tools for Ordinal Data Analysis Kleindessner, M., von Luxburg, U. Journal of Machine Learning Research (JMLR), Journal of Machine Learning Research, 18, 2017 () BibTeX
Dynamic Locomotion Conference Paper Linking Mechanics and Learning Heim, S., Grimminger, F., Drama, Ö., Spröwitz, A. In Proceedings of Dynamic Walking 2017, 2017 (Published) BibTeX