Antifragile feedback control from biological to technical systems
Spring school, 2024 Spring School on Applied Physics and Mathematics in Ecology, online
Talks and presentations
Spiking Perception and processing for Intelligent Detection of pEdestrians on urban Roads
International Hackathon, TinyML Foundation Pedestrian Detection Challenge for Vision Zero San Jose, online
Fusing Mathematical Modelling, Biomedical Data and Learning Algorithms for Computational Oncology
International Workshop, Computational Modelling of Complex Biological Systems 2023 (CMCBS23) Workshop, COMBYNE Lab (COmputational Modelling of Biologial dYnamics and EngiNEering), University of Surrey, UK
ANTIGONES: Designing antifragile large-scale traffic frameworks
International Project Kick-off, ETH Zurich, Institute for Transport Planning and Systems Dept. (IVT), ETH Zurich/IVT Dept. (Institute for Transport Planning and Systems)
Fuzzy Modeling and Inference for Physics-Aware Road Vehicle Driver Behavior Model Calibration
International Seminar, ETH Zurich, Institute for Transport Planning and Systems Dept. (IVT), ETH Zurich/IVT Dept. (Institute for Transport Planning and Systems)
Fusing Biophysics and Machine Learning for Computational Oncology
International Seminar, Alan Turing Institute: Physics-enhanced Machine Learning methods in Engineering practice Seminar, online
Learning Multi-sensory Fusion for Road Traffic Prediction on Resource-limited Devices
Undergrad Lecture, Computer Science Undergrad Lecture, Nuremberg, Germany
Early, intermediate and late fusion heterogener Sensordaten mittels Deep Learning
Undergrad Lecture, Computer Science Undergrad Lecture, Nuremberg, Germany
Combining Mechanistic Modelling, Nonlinear Control, and Neuronal Learning Algorithms for Road Traffic Optimization
International Seminar, Alan Turing Institute: Physics-enhanced Machine Learning methods in Engineering practice Seminar, online
Large-scale Systems Optimization: From Oscillatory Physics to High-dimensional Vector Memories
International Seminar, Vector Symbolic Architectures and Hyperdimensional Computing, online
Streaming Data Science and Data Engineering
Undergrad Lecture, EECS Undergrad Lecture, IUAS, Berlin, Germany
Objektorientierte Modellierung und Objektorientierte Programierung in der Produktion
Undergrad Lecture, Industrial Engineering Undergrad Lecture, Ingolstadt, Germany
OBELISC: Oscillator-Based Modelling and Control using Efficient Neural Learning for Intelligent Road Traffic Signal Calculation
Conference Talk, European Conference on Machine Learning 2021, Bilbao, Spain
Feature Selection in der Medizinische Data Science Pipeline
Talk, Munich University of Applied Sciences, Munich, Germany
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Streaming Data Engineering: Feature Extraction from Road Traffic Data
Talk, Munich University of Applied Sciences, Munich, Germany
Mathematical and Computational Oncology: From tumor kinetics to therapy outcome
Talk, Cambridge University, Cancer Research UK, Cambridge, UK
GLUECK: Growth pattern Learning for Unsupervised Extraction of Cancer Kinetics
Conference Talk, European Conference on Machine Learning 2020, Ghent, Belgium
Aktivitätstracker: vom Messprinzip bis zur Datenanalyse
Talk, Technical University of Ingolstadt, Ingolstadt, Germany
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Feature-Extraction Theoretische Grundlagen, Methodik und Umsetzung
Talk, Munich University of Applied Sciences, Munich, Germany
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Combining Mechanistic Modelling, Nonlinear Control, and Neuronal Learning for Road Traffic Optimization
Talk, Huawei Research Paris, Paris, France
Augmented Human Biomechanics: from Sport Technology to Medical Rehabilitation
Talk, Technical University of Ingolstadt, Ingolstadt, Germany
Invariant Representations Extraction in Neural Architectures
Talk, Data Science and AI Department, Merck Research, Darmstadt, Germany
Digitalization Tools for Human-centered Intelligence
Talk, Lions Club Austria, Salzburg, Austria
Big data and online machine learning
Talk, Munich School of Engineering, Technical University of Munich, Munich, Germany
Konzepte und Funktionsweise von Big Data Stream Processing-Frameworks
Talk, Technical University of Ingolstadt, Ingolstadt, Germany
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Mathematical and Computational Oncology: Framework and tools for predictive systems
Talk, Ulm University, Ulm, Germany
AI research for digital transformation, research and society
Talk, Technical University of Ingolstadt, Ingolstadt, Germany
Hauptkomponentenanalyse vs. Denoising Variational Autoencoders
Talk, Munich University of Applied Sciences, Munich, Germany
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Einsatz von Gradientenabstiegsverfahren in Neuronalen Netzen
Talk, Technical University of Ingolstadt, Ingolstadt, Germany
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Artificial Intelligence and Virtual Reality: Digital transformation, research and society
Talk, Lions Club, Chimesee, Germany
Online distributed streaming machine learning
Talk, Institute for Cognitive Systems, Technical University of Munich, Munich, Germany
TEDx Neurotechnologies: from neurons to artificial intelligence
TEDx Lecture, TEDx CaleaDomneasca (x = independently organized TED event), Galati, Romania
TEDx venue details (in Romanian)
Fault-tolerant Control for Mobile Robots
Talk, Freescale Semiconductor Romania, Bucharest, Romania
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