Maciej Koch-Janusz

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Information Theory

Conditional Entropy

Multilayer Perceptron

Statistical Mechanics

Top Venues

Publications

Vladyslav Los, Mykola Maksymenko, Maciej Koch-Janusz, Yuriy Pryyma, Richard Givhan
Robustness of Quantum Algorithms Against Approximate Data Representations. QCE (2023)
Matthew S. Schmitt, Maciej Koch-Janusz, Michel Fruchart, Daniel S. Seara, Vincenzo Vitelli
Information theory for model reduction in stochastic dynamical systems. CoRR (2023)
Amit Gordon, Aditya Banerjee, Maciej Koch-Janusz, Zohar Ringel
Relevance in the Renormalization Group and in Information Theory. CoRR (2020)
Vlad Pushkarov, Jonathan Efroni, Mykola Maksymenko, Maciej Koch-Janusz
Training Deep Neural Networks by optimizing over nonlocal paths in hyperparameter space. CoRR (2019)
Maciej Koch-Janusz, Zohar Ringel
Mutual Information, Neural Networks and the Renormalization Group. CoRR (2017)