output
19992025
most citedKernel methods in machine learning

1.6k citations

Showing 2022Show all

7 papers · 1 filter

q-bio.NC2022★ 30 cited

Tackling the subsampling problem to infer collective properties from limited data

Anna Levina, Viola Priesemann, Johannes Zierenberg

Complex systems are fascinating because their rich macroscopic properties emerge from the interaction of many simple parts. Understanding the building principles of these emergent…

physics.soc-ph2022★ 24 cited

Urban transportation networks and optimal transport-based infrastructures: similarity and economy of scale

Daniela Leite, Caterina De Bacco

Designing and optimizing the structure of urban transportation networks is a challenging task. In this study, we propose a method inspired by optimal transport theory and the princ…

physics.med-ph2022★ 27 cited

Accelerated and Quantitative 3D Semisolid MT/CEST Imaging using a Generative Adversarial Network (GAN-CEST)

Jonah Weigand-Whittier, Maria Sedykh, Kai Herz +7

Purpose: To substantially shorten the acquisition time required for quantitative 3D chemical exchange saturation transfer (CEST) and semisolid magnetization transfer (MT) imaging a…

cs.CL2022★ 501 cited

Using cognitive psychology to understand GPT-3

Marcel Binz, Eric Schulz

We study GPT-3, a recent large language model, using tools from cognitive psychology. More specifically, we assess GPT-3's decision-making, information search, deliberation, and ca…

q-bio.NC2022★ 48 cited

Modular architecture facilitates noise-driven control of synchrony in neuronal networks

Hideaki Yamamoto, F. Paul Spitzner, Taiki Takemuro +9

Brain functions require both segregated processing of information in specialized circuits, as well as integration across circuits to perform high-level information processing. One…

physics.soc-ph2022★ 4 cited

Community Detection in networks by Dynamical Optimal Transport Formulation

Daniela Leite, Diego Baptista, Abdullahi Ibrahim +2

Detecting communities in networks is important in various domains of applications. While a variety of methods exists to perform this task, recent efforts propose Optimal Transport…