Romuald A. Janik

According to our database, Romuald A. Janik authored at least 10 papers between 2019 and 2026.

Collaborative distances:

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

2026

Class Incremental Learning and Auxiliary Unlabelled Data: The Importance of Neutral Examples.

Igor Sieradzki, Lukasz Struski, Igor Tomasz Podolak, Romuald Aleksander Janik

Mach. Learn., April, 2026

2024

Turbulence scaling from deep learning diffusion generative models.

Tim Whittaker, Romuald A. Janik, Yaron Oz

J. Comput. Phys., 2024

2023

Aspects of human memory and Large Language Models.

Romuald A. Janik

CoRR, 2023

2022

Neural Network Complexity of Chaos and Turbulence.

Tim Whittaker, Romuald A. Janik, Yaron Oz

CoRR, 2022

Discovering Wiring Patterns Influencing Neural Network Performance.

Aleksandra Nowak, Romuald A. Janik

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Aesthetics and neural network image representations.

Romuald A. Janik

CoRR, 2021

2020

Neural networks adapting to datasets: learning network size and topology.

Romuald A. Janik, Aleksandra Nowak

CoRR, 2020

Complexity for deep neural networks and other characteristics of deep feature representations.

Romuald A. Janik, Przemek Witaszczyk

CoRR, 2020

Neural Networks on Random Graphs.

Romuald A. Janik, Aleksandra Nowak

CoRR, 2020

2019

Entropy from Machine Learning.

Romuald A. Janik

CoRR, 2019