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E. Malatesta

23 papers hereh-index 12381 citations26 works total

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

author position
  • sole author1
  • first author2
  • middle author15
  • last author4

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn16
  • cs.LG3
  • hep-th3
  • cond-mat.stat-mech1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedProperties of the geometry of solutions and capacity of multi-layer neural networks with Rectified Linear Units activations

60 citations · 235 across the 23 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

hep-th2021★ 4 cited

Correlation Functions of the Anharmonic Oscillator: Numerical Verification of Two-Loop Corrections to the Large-Order Behavior

Ludovico T. Giorgini, Ulrich D. Jentschura, Enrico M. Malatesta +3

Recently, the large-order behavior of correlation functions of the O(N)-anharmonic oscillator has been analyzed by us in [L. T. Giorgini et el., Phys. Rev. D 101, 125001 (2020)].…

cs.LG2021★ 28 cited

Learning through atypical "phase transitions" in overparameterized neural networks

Carlo Baldassi, Clarissa Lauditi, Enrico M. Malatesta +3

Current deep neural networks are highly overparameterized (up to billions of connection weights) and nonlinear. Yet they can fit data almost perfectly through variants of gradient…

cond-mat.dis-nn2021★ 35 cited

Unveiling the structure of wide flat minima in neural networks

Carlo Baldassi, Clarissa Lauditi, Enrico M. Malatesta +2

The success of deep learning has revealed the application potential of neural networks across the sciences and opened up fundamental theoretical problems. In particular, the fact t…

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