P. Warchol

发表

Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function pdf

Jacek Tabor, Stanislaw Jastrzebski, Wojciech Tarnowski, 2018, AISTATS.

Buses of Cuernavaca—an agent-based model for universal random matrix behavior minimizing mutual information

P. Warchol, 2017, Journal of Physics A: Mathematical and Theoretical.

Ornstein–Uhlenbeck diffusion of hermitian and non-hermitian matrices—unexpected links

M. Nowak, W. Tarnowski, P. Warchol, 2015, 1512.06599.

Universal shocks in the Wishart random-matrix ensemble. II. Nontrivial initial conditions.

M. Nowak, P. Warchol, J. Blaizot, 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

Full Dysonian dynamics of the complex Ginibre ensemble

P. Warchol, J. Grela, 2018, Journal of Physics A: Mathematical and Theoretical.

Unveiling the significance of eigenvectors in diffusing non-Hermitian matrices by identifying the underlying Burgers dynamics

Z. Burda, M. Nowak, W. Tarnowski, 2015, 1503.06846.

Universal shocks in the Wishart random-matrix ensemble.

M. Nowak, P. Warchol, J. Blaizot, 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

Hydrodynamics of the Polyakov line in SU(N c ) Yang-Mills

I. Zahed, P. Warchol, Yizhuang Liu, 2015, 1505.02107.

Diffusion in the space of complex Hermitian matrices - microscopic properties of the averaged characteristic polynomial and the averaged inverse characteristic polynomial

M. Nowak, P. Warchol, J. Blaizot, 2014, 1405.5244.

Burgers-like equation for spontaneous breakdown of the chiral symmetry in QCD

M. Nowak, P. Warchol, J. Blaizot, 2013, 1303.2357.

Dysonian dynamics of the Ginibre ensemble.

Z. Burda, M. Nowak, W. Tarnowski, 2014, Physical review letters.