2024
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)
2022
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)
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)
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
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)
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)
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)
ei
Xu, J.
Spatial Filtering based on Riemannian Manifold for Brain-Computer Interfacing
Technical University of Munich, Germany, 2019 (mastersthesis)
dlg
Petereit, R.
Electronics, Software and Analysis of a Bioinspired Sensorized Quadrupedal Robot
Technische Universität München, 2019 (mastersthesis)
hi
Tashiro, N., Faulkner, R., Melnyk, S., Rosales, T.
Haptic Reality: Novel Interfacing for Informed Assembly Systems
University of Stuttgart, 2019 (mastersthesis)
pio
Ruggeri, N.
Variational Inference: Recent Advances and Applications to Dynamic Ranking on Graphs
Università degli studi di Padova, 2019 (mastersthesis)
dlg
Hepp, J.
Entwicklung und Analyse neuartiger fluidischer Aktoren mit Rollmembran
Technische Universität München, 2019 (mastersthesis)
hi
Forte, M.
Robust Visual Augmented Reality in Robot-Assisted Surgery
Politecnico di Milano, Milan, Italy, July 2018, Department of Electronic, Information, and Biomedical Engineering (mastersthesis)
ei
Bustamante, S.
A virtual reality environment for experiments in assistive robotics and neural interfaces
Graduate School of Neural Information Processing, Eberhard Karls Universität Tübingen, Germany, 2018 (mastersthesis)
ei
Gebhard, T.
On the Applicability of Machine Learning to Aid the Search for Gravitational Waves at the LIGO Experiment
Karlsruhe Institute of Technology, Germany, 2018 (mastersthesis)