Alexander Engelsberger

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Vector Quantization

Distortion Measure

Quantum Computing

Top Venues

Neural Comput. Appl.

Publications

Lukas Ewecker, Niklas Wagner, Tim Brühl, Robin Schwager, Tin Stribor Sohn, Alexander Engelsberger, Jensun Ravichandran, Hanno Stage, Jacob Langner, Sascha Saralajew
Detecting Oncoming Vehicles at Night in Urban Scenarios - An Annotation Proof-Of-Concept. IV (2024)
Maximilian Münch, Katrin Sophie Bohnsack, Alexander Engelsberger, Frank-Michael Schleif, Thomas Villmann
Sparse Nyström Approximation for Non-Vectorial Data Using Class-informed Landmark Selection. ESANN (2023)
Alexander Engelsberger, Thomas Villmann
Quantum-ready vector quantization: Prototype learning as a binary optimization problem. ESANN (2023)
Katrin Sophie Bohnsack, Alexander Engelsberger, Marika Kaden, Thomas Villmann
Efficient Representation of Biochemical Structures for Supervised and Unsupervised Machine Learning Models Using Multi-Sensoric Embeddings. BIOINFORMATICS (2023)
Alexander Engelsberger, Thomas Villmann
Quantum Computing Approaches for Vector Quantization - Current Perspectives and Developments. Entropy 25 (3) (2023)
Thomas Villmann, Alexander Engelsberger
Multilayer Perceptrons with Banach-Like Perceptrons Based on Semi-inner Products - About Approximation Completeness. ICAISC (1) (2022)
Thomas Villmann, Alexander Engelsberger, Jensun Ravichandran, Andrea Villmann, Marika Kaden
Quantum-inspired learning vector quantizers for prototype-based classification. Neural Comput. Appl. 34 (1) (2022)
Thomas Villmann, Alexander Engelsberger
Quantum-Hybrid Neural Vector Quantization - A Mathematical Approach. ICAISC (1) (2021)
Thomas Villmann, Jensun Ravichandran, Alexander Engelsberger, Andrea Villmann, Marika Kaden
Quantum-Inspired Learning Vector Quantization for Classification Learning. ESANN (2020)