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researcher

H. M. Ruiz

2 papers hereh-index 445 citations7 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedPersonalised Federated Learning On Heterogeneous Feature Spaces

6 citations · 6 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 6 cited

Personalised Federated Learning On Heterogeneous Feature Spaces

Alain Rakotomamonjy, Maxime Vono, Hamlet Jesse Medina Ruiz +1

Most personalised federated learning (FL) approaches assume that raw data of all clients are defined in a common subspace i.e. all clients store their data according to the same sc…

cs.LG2021

Photonic Differential Privacy with Direct Feedback Alignment

Ruben Ohana, Hamlet J. Medina Ruiz, Julien Launay +4

Optical Processing Units (OPUs) -- low-power photonic chips dedicated to large scale random projections -- have been used in previous work to train deep neural networks using Direc…

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