Maciej Koch-Janusz

According to our database, Maciej Koch-Janusz authored at least 8 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Benchmarking PQC Ansatze in Realistic Device Topologies.

Oleksa Hryniv, Vladyslav Los, Yuriy Pryyma, Dmitri Iouchtchenko, Maciej Koch-Janusz, Mykola Maksymenko

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Efficient Training of Layerwise-Commuting PQCs with Parallel Gradient Estimation.

Marko Brnovic, Dmitri Iouchtchenko, Maciej Koch-Janusz

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

2023

Information theory for model reduction in stochastic dynamical systems.

Matthew S. Schmitt, Maciej Koch-Janusz, Michel Fruchart, Daniel S. Seara, Vincenzo Vitelli

CoRR, 2023

Robustness of Quantum Algorithms Against Approximate Data Representations.

Vladyslav Los, Mykola Maksymenko, Maciej Koch-Janusz, Yuriy Pryyma, Richard Givhan

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

2020

Relevance in the Renormalization Group and in Information Theory.

Amit Gordon, Aditya Banerjee, Maciej Koch-Janusz, Zohar Ringel

CoRR, 2020

2019

Training Deep Neural Networks by optimizing over nonlocal paths in hyperparameter space.

Vlad Pushkarov, Jonathan Efroni, Mykola Maksymenko, Maciej Koch-Janusz

CoRR, 2019

2017

Mutual Information, Neural Networks and the Renormalization Group.

Maciej Koch-Janusz, Zohar Ringel

CoRR, 2017

2011

spinney: A Form library for helicity spinors.

Gavin Cullen, Maciej Koch-Janusz, T. Reiter

Comput. Phys. Commun., 2011