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researcher

Natalia Ares

13 papers hereh-index 434 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • quant-ph6
  • cs.LG3
  • cs.RO2
  • cs.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
data-efficient modeling 1dynamics prediction 1lifted phase space 1real-world robotics 1symplectic learning 1

From the 1 of 13 linked papers with an AI index.

activity
20242026
most citedQuantum feedback control with a transformer neural network architecture

2 citations · 2 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Canonical Regularisation of Wide Feature-Learning Neural Networks

George Whittle, Pranav Vaidhyanathan, Juliusz Ziomek +2

Wide neural networks in the feature-learning regime drive modern deep learning, and yet they remain far less studied than their kernel-regime counterparts. We consider a critical y…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.