Bernhard C. Geiger

Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle

Rana Ali Amjad, Bernhard C. Geiger · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 194 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Relative information loss in the PCA

Bernhard C. Geiger, Gernot Kubin · 2012 · 47 citations · Full text

Computing, Computer Science, Data Science +12

Mesh-Free Surrogate Models for Structural Mechanic FEM Simulation: A Comparative Study of Approaches

Johannes G. Hoffer, Bernhard C. Geiger, Patrick Ofner et al. · Applied Sciences · 2021 · 45 citations · Full text

Computing, Computational Engineering, Mechanical Engineering +15

Data vs. Physics: The Apparent Pareto Front of Physics-Informed Neural Networks

Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer et al. · IEEE Access · 2023 · 34 citations · Full text

Computing, Computer Science, Physics +16

A Rate-Distortion Approach to Caching

Roy Timo, Shirin Saeedi Bidokhti, Michèle Wigger et al. · IEEE Transactions on Information Theory · 2017 · 31 citations

Engineering, Communication, Computer Science +17