activity
20082021
most citedCross validation in LASSO and its acceleration

58 citations · 336 across the 38 of their papers we have counts for

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Showing cond-mat.stat-mechShow all

7 papers · 1 filter

cond-mat.stat-mech2017★ 23 cited

Complex semiclassical analysis of the Loschmidt amplitude and dynamical quantum phase transitions

Tomoyuki Obuchi, Sei Suzuki, Kazutaka Takahashi

We propose a new computational method of the Loschmidt amplitude in a generic spin system on the basis of the complex semiclassical analysis on the spin-coherent state path integra…

cond-mat.stat-mech2016★ 1 cited

Relative species abundance of replicator dynamics with sparse interactions

Tomoyuki Obuchi, Yoshiyuki Kabashima, Kei Tokita

A theory of relative species abundance on sparsely-connected networks is presented by investigating the replicator dynamics with symmetric interactions. Sparseness of a network inv…

cond-mat.stat-mech2015

Role of the Finite Replica Analysis in the Mean-Field Theory of Spin Glasses

Tomoyuki Obuchi

In this thesis, we review and examine the replica method from several viewpoints. The replica method is a mathematical technique to calculate general moments of stochastic variable…

cond-mat.stat-mech2015★ 9 cited

Learning probabilities from random observables in high dimensions: the maximum entropy distribution and others

Tomoyuki Obuchi, Simona Cocco, Rémi Monasson

We consider the problem of learning a target probability distribution over a set of binary variables from the knowledge of the expectation values (with this target distribution…

cond-mat.stat-mech2013★ 7 cited

Zeros of the partition function and dynamical singularities in spin-glass systems

Kazutaka Takahashi, Tomoyuki Obuchi

We study spin-glass systems characterized by continuous occurrence of singularities. The theory of Lee-Yang zeros is used to find the singularities. By using the replica method in…

cond-mat.stat-mech2012★ 14 cited

Dynamical Singularities of Glassy Systems in a Quantum Quench

Tomoyuki Obuchi, Kazutaka Takahashi

We present a prototype of behavior of glassy systems driven by quantum dynamics in a quenching protocol by analyzing the random energy model in a transverse field. We calculate sev…