18 citations · 43 across the 4 of their papers we have counts for
4 papers
Noise robustness of persistent homology on greyscale images, across filtrations and signatures
Renata Turkeš, Jannes Nys, Tim Verdonck +1
Topological data analysis is a recent and fast growing field that approaches the analysis of datasets using techniques from (algebraic) topology. Its main tool, persistent homology…
Neural Additive Vector Autoregression Models for Causal Discovery in Time Series
Bart Bussmann, Jannes Nys, Steven Latré
Causal structure discovery in complex dynamical systems is an important challenge for many scientific domains. Although data from (interventional) experiments is usually limited, l…
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning
Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré
Reinforcement learning (RL) algorithms typically start tabula rasa, without any prior knowledge of the environment, and without any prior skills. This however often leads to low sa…
Neurosciences and 6G: Lessons from and Needs of Communicative Brains
Renan C. Moioli, Pedro H. J. Nardelli, Michael Taynnan Barros +9
This paper presents the first comprehensive tutorial on a promising research field located at the frontier of two well-established domains: Neurosciences and wireless communication…