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researcher

A. Sakata

25 papers hereh-index 7249 citations34 works total

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

author position
  • sole author6
  • first author14
  • middle author3
  • last author2

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn8
  • stat.ML7
  • cs.IT4
  • cs.LG1
  • math.NA1
  • physics.bio-ph1

identity via Semantic Scholar / OpenAlex

activity
20062026
most citedPhase transitions and sample complexity in Bayes-optimal matrix factorization

111 citations · 240 across the 24 of their papers we have counts for

collaborators
Showing 2012Show all

3 papers · 1 filter

cond-mat.dis-nn2012★ 2 cited

Time evolution of autocorrelation function in dynamical replica theory

Ayaka Sakata

Asynchronous dynamics given by the master equation in the Sherrington--Kirkpatrick (SK) spin-glass model is studied based on dynamical replica theory (DRT) with an extension to tak…

cond-mat.dis-nn2012★ 1 cited

A Mean-field Approach for an Intercarrier Interference Canceller for OFDM

Ayaka Sakata, Yoshiyuki Kabashima, Yitzhak Peleg

The similarity of the mathematical description of random-field spin systems to orthogonal frequency-division multiplexing (OFDM) scheme for wireless communication is exploited in a…

cond-mat.dis-nn2012★ 22 cited

Statistical Mechanics of Dictionary Learning

Ayaka Sakata, Yoshiyuki Kabashima

Finding a basis matrix (dictionary) by which objective signals are represented sparsely is of major relevance in various scientific and technological fields. We consider a problem…

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