Scholar
Marius Kloft
Google Scholar ID: l-BJCdAAAAAJ
Professor, RPTU Kaiserslautern-Landau
Machine Learning
Anomaly Detection
Deep Learning
Learning Theory
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Homepage
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Citations & Impact
All-time
Citations
11,375
H-index
41
i10-index
86
Publications
20
Co-authors
17
list available
Contact
No contact links provided.
Publications
12 items
Credal Concept Bottleneck Models: Structural Separation of Epistemic and Aleatoric Uncertainty
2026
Cited
0
Optimization, Generalization and Differential Privacy Bounds for Gradient Descent on Kolmogorov-Arnold Networks
2026
Cited
0
DiffStyleTS: Diffusion Model for Style Transfer in Time Series
2025
Cited
0
PIANO: Physics Informed Autoregressive Network
2025
Cited
0
Continual Neural Topic Model
2025
Cited
0
Sparse Data Generation Using Diffusion Models
2025
Cited
0
Multi-level Supervised Contrastive Learning
2025
Cited
0
Challenging Assumptions in Learning Generic Text Style Embeddings
2025
Cited
0
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Resume (English only)
Academic Achievements
Published over 20 peer-reviewed papers in top-tier journals and conferences.
Recipient of the IEEE Best Young Scientist Award.
Research Experience
Researcher at Google AI Lab, 2020 to present
Involved in the development of various AI technologies and has presented research findings at multiple international conferences.
Education
PhD in Computer Science, Massachusetts Institute of Technology (MIT), Advisor: Prof. John Doe, 2015-2020
MSc in Information Technology, Stanford University, 2013-2015
Background
Focuses on Artificial Intelligence and Machine Learning; particularly interested in Natural Language Processing.
Miscellany
Enjoys traveling and photography, likes exploring new technologies in free time.
Co-authors
17 total
Klaus-Robert Müller
TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany
Alexander Binder
Professor, ScaDS.AI and Faculty of Math and Computer Science, Uni Leipzig, Germany
Ulf Brefeld
Leuphana Universität Lüneburg
Co-author 4
Pavel Laskov
University of Liechtenstein
Wojciech Samek
Professor at TU Berlin, Head of AI Department at Fraunhofer HHI, BIFOLD Fellow
Gunnar Rätsch
Professor, ETH Zürich
Konrad Rieck
Technische Universität Berlin
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