2024
hi
Matthew, V., Simancek, R. E., Telepo, E., Machesky, J., Willman, H., Ismail, A. B., Schulz, A. K.
Empowering Change: The Role of Student Changemakers in Advancing Sustainability within Engineering Education
Proceedings of the American Society of Engineering Education (ASEE), June 2024, Victoria Matthew and Andrew K. Schulz contributed equally to this publication. (issue) In press
ei
Ortu, F.
Interpreting How Large Language Models Handle Facts and Counterfactuals through Mechanistic Interpretability
University of Trieste, Italy, March 2024 (mastersthesis)
2023
ei
Sakenyte, U.
Denoising Representation Learning for Causal Discovery
Université de Genèva, Switzerland, December 2023, external supervision (mastersthesis)
ei
Kofler, A.
Efficient Sampling from Differentiable Matrix Elements
Technical University of Munich, Germany, September 2023 (mastersthesis)
ei
Spieler, A. M.
Intrinsic complexity and mechanisms of expressivity of cortical neurons
University of Tübingen, Germany, March 2023 (mastersthesis)
lds
ei
Kladny, K.
CausalEffect Estimation by Combining Observational and Interventional Data
ETH Zurich, Switzerland, February 2023 (mastersthesis)
ei
Qui, Z.
Towards Generative Machine Teaching
Technical University of Munich, Germany, February 2023 (mastersthesis)
ei
Schneider, F.
ArchiSound: Audio Generation with Diffusion
ETH Zurich, Switzerland, January 2023, external supervision (mastersthesis)
ei
Dittrich, A.
Generation and Quantification of Spin in Robot Table Tennis
University of Stuttgart, Germany, January 2023 (mastersthesis)
dlg
Sarvestani, A., Ruppert, F., Badri-Spröwitz, A.
An Open-Source Modular Treadmill for Dynamic Force Measurement with Load Dependant Range Adjustment
2023 (unpublished) Submitted
2022
ps
Choutas, V.
Reconstructing Expressive 3D Humans from RGB Images
ETH Zurich, Max Planck Institute for Intelligent Systems and ETH Zurich, December 2022 (thesis)
ei
Liang, W.
Investigating Independent Mechanisms in Neural Networks
Université Paris-Saclay, France, October 2022 (mastersthesis)
ei
Keidar, D.
Modeling subgroup differences in fMRI data: disentangling subgroup-specific responses from shared ones
ETH Zurich, Switzerland, October 2022 (mastersthesis)
ei
Feil, M.
Multi-Target Multi-Object Manipulation using Relational Deep Reinforcement Learning
Technnical University Munich, Germany, September 2022 (mastersthesis)
ei
Sliwa, J.
Independent Mechanism Analysis for High Dimensions
University of Tübingen, Germany, September 2022, (Graduate Training Centre of Neuroscience) (mastersthesis)
ei
Dominguez-Olmedo, R.
On the Adversarial Robustness of Causal Algorithmic Recourse
University of Tübingen, Germany, August 2022 (mastersthesis)
ei
Ghosh, S.
Independent Mechanism Analysis in High-Dimensional Observation Spaces
ETH Zurich, Switzerland, June 2022 (mastersthesis)
ei
Schölkopf, B., Uhler, C., Zhang, K.
Proceedings of the First Conference on Causal Learning and Reasoning (CLeaR 2022)
177, Proceedings of Machine Learning Research, PMLR, April 2022 (proceedings)
mms
Miller, M.
Voltage dependent investigations on the spin polarization of layered heterostructues
Universität Stuttgart, Stuttgart, 2022 (mastersthesis)
2021
ei
Scherrer, N.
Learning Neural Causal Models with Active Interventions
ETH Zurich, Switzerland, November 2021 (mastersthesis)
ei
Bing, S.
HealthGen: Conditional Generation of Realistic Medical Time Series with Informative Missingness
ETH Zurich, Switzerland, October 2021 (mastersthesis)
ei
Lanzillotta, G.
Study of the Interventional Consistency of Autoencoders
ETH Zurich, Switzerland, October 2021 (mastersthesis)
ei
Mambelli, D.
Training with Few to Manipulate Many. On OOD generalization in relational reinforcement learning
ETH Zurich, Switzerland, October 2021 (mastersthesis)
ei
Field, A., Prabhumoye, S., Sap, M., Jin, Z., Zhao, J., Brockett, C.
Proceedings of the 1st Workshop on NLP for Positive Impact
Association for Computational Linguistics, August 2021 (proceedings)
hi
Krauthausen, F.
Robotic Surgery Training in AR: Multimodal Record and Replay
pages: 1-147, University of Stuttgart, Stuttgart, May 2021, Study Program in Software Engineering (mastersthesis)
mms
Alten, F.
Direct detection of spin Hall effect induced torques in platinum/ferromagnetic bilayer systems
Universität Stuttgart, Stuttgart, January 2021 (mastersthesis)
pio
Zottino, N.
Community detection in heterogeneously attributed networks
Politecnico di Torino, 2021 (mastersthesis)
2020
mms
Nacke, R.
Voltage dependent interfacial magnetism in multilayer systems
Universität Stuttgart, Stuttgart, December 2020 (thesis)
mms
Sauter, R.
Hydromagnonics: Manipulation of magnonic systems with hydrogen
Universität Stuttgart, Stuttgart, December 2020 (mastersthesis)
ei
Ahmed, O.
A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
ETH Zurich, Switzerland, October 2020 (mastersthesis)
ei
DuMont Schütte, A.
A Comprehensive Benchmark Evaluation of Synthetic Data Generation for Biomedical Imaging
ETH Zurich, Switzerland, October 2020 (mastersthesis)
ei
Cacioppo, A.
Deep learning for the parameter estimation of tight-binding Hamiltonians
University of Roma, La Sapienza, Italy, May 2020 (mastersthesis)
ei
Zecevic, M.
Learning Algorithms, Invariances, and the Real World
Technical University of Darmstadt, Germany, April 2020 (mastersthesis)
mms
Bondorf, L.
Interaction of hydrogen isotopes with flexible metal-organic frameworks
Universität Stuttgart, Stuttgart, February 2020 (mastersthesis)
ev
25th International Symposium on Vision, Modeling and Visualization, VMV 2020
(Editors: Jens Krüger and Matthias Nießner and Jörg Stückler), Eurographics Association, 2020 (proceedings)
am
ics
Marco, A., Rohr, A. V., Baumann, D., Hernández-Lobato, J. M., Trimpe, S.
Excursion Search for Constrained Bayesian Optimization under a Limited Budget of Failures
2020 (proceedings) In revision
pio
Lonardi, A.
Developing new methods for routing and optimal transport on networks
Università degli studi di Padova, 2020 (mastersthesis)
pio
Lorenzo Ferretti
Edge-Disjoint Path Problem on Stochastic Block Models through Message Passing
Sapienza Università di Roma, 2020 (mastersthesis)
pf
Baldauf, A.
Colloidal particles supporting urase activity
Univ. of Stuttgart, 2020 (mastersthesis)
pf
Bochert, I.
Diffusion studies on biomolecules by NMR
Univ. of Stuttgart, 2020 (mastersthesis)
2019
pio
Emanuele Pigani
Analysis and modelling of information ecosystems
Università degli studi di Padova, October 2019 (mastersthesis)
ps
Dwivedi, S. K., Gupta, V., Mitra, R., Ahmed, S., Jain, A.
ProtoGAN: Towards Few Shot Learning for Action Recognition
Proc. International Conference on Computer Vision (ICCV) Workshops, October 2019 (manual)
ei
Stimper, V.
Inferring the Band Structure from Band Mapping Data through Machine Learning
Technical University of Munich, September 2019 (mastersthesis)
pio
Contisciani, M.
A new approach for community detection in multilayer networks
Università degli studi di Padova, September 2019 (mastersthesis)
ei
Dietz, B.
Learning to Diagnose Diabetes from Magnetic Resonance Tomography
ETH Zurich, Switzerland, August 2019 (mastersthesis)
ei
Li, G.
Reinforcement Learning for a Two-Robot Table Tennis Simulation
RWTH Aachen University, Germany, July 2019 (mastersthesis)
ei
Konieczny, L.
Characteristics of longitudinal physiological measurements of late-stage ALS patients
Ludwig-Maximilians-Universität München, Germany, May 2019 (mastersthesis)
mms
Bihler, M.
X-ray microscopic characterization of high-Tc-supercoductors using image processing
Universität Stuttgart, Stuttgart, 2019 (mastersthesis)
pf
Kottapalli, S. N. M.
Active matter and self propelled microparticles
Univ. of Stuttgart, 2019 (mastersthesis)
pio
Vecchia, A. D.
Dynamic hierarchical ranking in directed networks: from static SpringRank to dynamic and bayesian models using variational techniques
Università degli studi di Padova, 2019 (mastersthesis)