Mehrdad Mohannazadeh Bakhtiari

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Information Bottleneck

Top Venues

Publications

Mehrdad Mohannazadeh Bakhtiari, Daniel Staps, Thomas Villmann
Learning Vector Quantization in Context of Information Bottleneck Theory. ESANN (2023)
Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann, Thomas Villmann
The Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype Classifiers. ICAISC (1) (2023)
Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann
An Interpretable Two-Layered Neural Network Structure-Based on Component-Wise Reasoning. ICAISC (1) (2023)
Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann
Classification by Components Including Chow's Reject Option. ICONIP (4) (2022)
Marika Kaden, Ronny Schubert, Mehrdad Mohannazadeh Bakhtiari, Lucas Schwarz, Thomas Villmann
The LVQ-based Counter Propagation Network - an Interpretable Information Bottleneck Approach. ESANN (2021)
Seyedfakhredin Musavishavazi, Mehrdad Mohannazadeh Bakhtiari, Thomas Villmann
A Mathematical Model for Optimum Error-Reject Trade-Off for Learning of Secure Classification Models in the Presence of Label Noise During Training. ICAISC (1) (2020)
Thomas Villmann, Marika Kaden, Mehrdad Mohannazadeh Bakhtiari, Andrea Villmann
Appropriate Data Density Models in Probabilistic Machine Learning Approaches for Data Analysis. ICAISC (2) (2019)