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Aukosh Jagannath

39 papers hereh-index 211.4k citations63 works total

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

author position
  • sole author2
  • first author11
  • middle author10
  • last author16

Across the 39 of 39 papers where every author was matched, so the position is known.

fields
  • math.PR21
  • cs.LG5
  • stat.ML5
  • cs.CC3
  • math.ST3
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20112025
most citedAlgorithmic thresholds for tensor PCA

68 citations · 477 across the 37 of their papers we have counts for

collaborators
Showing 2016 · math.PRShow all

4 papers · 2 filters

math.PR2016★ 21 cited

Thouless-Anderson-Palmer equations for the generic p-spin glass model

Antonio Auffinger, Aukosh Jagannath

We study the Thouless-Anderson-Palmer (TAP) equations for spin glasses on the hypercube. First, using a random, approximately ultrametric decomposition of the hypercube, we decompo…

math.PR2016★ 22 cited

On the Spectral Gap of Spherical Spin Glass Dynamics

Reza Gheissari, Aukosh Jagannath

We consider the time to equilibrium for the Langevin dynamics of the spherical p-spin glass model of system size N. We show that the log-Sobolev constant and spectral gap are o…

math.PR2016★ 14 cited

Bounding the Complexity of Replica Symmetry Breaking for Spherical Spin Glasses

Aukosh Jagannath, Ian Tobasco

In this paper, we study the Crisanti-Sommers variational problem, which is a variational formula for the free energy of spherical mixed p-spin glasses. We begin by computing the…

math.PR2016★ 40 cited

Low Temperature Asymptotics in Spherical Mean Field Spin Glasses

Aukosh Jagannath, Ian Tobasco

In this paper, we study the low temperature limit of the spherical Crisanti-Sommers variational problem. We identify the Γ-limit of the Crisanti-Sommers functionals, thereby esta…

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