Hanbaek Lyu
Hanbaek Lyu
Assistant Professor, University of Wisconsin - Madison, Department of Mathematics
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Double jump phase transition in a random soliton cellular automaton
L Levine, H Lyu, J Pike
International Mathematics Research Notices 2022 (1), 665-727, 2020
Online matrix factorization for markovian data and applications to network dictionary learning
H Lyu, D Needell, L Balzano
The Journal of Machine Learning Research 21 (1), 10148-10196, 2020
Parking on transitive unimodular graphs
M Damron, J Gravner, M Junge, H Lyu, D Sivakoff
The Annals of Applied Probability 29 (4), 2089-2113, 2019
Convergence and complexity of block coordinate descent with diminishing radius for nonconvex optimization
H Lyu
arXiv preprint arXiv:2012.03503, 2020
Synchronization of finite-state pulse-coupled oscillators
H Lyu
Physica D: Nonlinear Phenomena 303, 28-38, 2015
COVID-19 time-series prediction by joint dictionary learning and online NMF
H Lyu, C Strohmeier, G Menz, D Needell
arXiv preprint arXiv:2004.09112, 2020
Persistence of sums of correlated increments and clustering in cellular automata
H Lyu, D Sivakoff
Stochastic Processes and their Applications 129 (4), 1132-1152, 2019
Sampling random graph homomorphisms and applications to network data analysis
H Lyu, F Memoli, D Sivakoff
Journal of Machine Learning Research 24 (9), 1-79, 2023
Online nonnegative CP-dictionary learning for Markovian data
H Lyu, C Strohmeier, D Needell
J. Mach. Learn. Res 23, 1-50, 2022
Phase transition in random contingency tables with non-uniform margins
S Dittmer, H Lyu, I Pak
Transactions of the American Mathematical Society 373 (12), 8313-8338, 2020
Randomized box–ball systems, limit shape of rigged configurations and thermodynamic Bethe ansatz
A Kuniba, H Lyu, M Okado
Nuclear Physics B 937, 240-271, 2018
Global synchronization of pulse-coupled oscillators on trees
H Lyu
SIAM Journal on Applied Dynamical Systems 17 (2), 1521-1559, 2018
Large deviations and one-sided scaling limit of randomized multicolor box-ball system
A Kuniba, H Lyu
Journal of Statistical Physics 178 (1), 38-74, 2020
The phase structure of asymmetric ballistic annihilation
M Junge, H Lyu
The Annals of Applied Probability 32 (5), 3797-3816, 2022
Particle density in diffusion-limited annihilating systems
T Johnson, M Junge, H Lyu, D Sivakoff
arXiv preprint arXiv:2005.06018, 2020
Scaling limit of soliton lengths in a multicolor box-ball system
J Lewis, H Lyu, P Pylyavskyy, A Sen
arXiv preprint arXiv:1911.04458, 2019
Limiting behavior of 3-color excitable media on arbitrary graphs
J Gravner, H Lyu, D Sivakoff
Learning low-rank latent mesoscale structures in networks
H Lyu, YH Kureh, J Vendrow, MA Porter
arXiv preprint arXiv:2102.06984, 2021
On nonnegative matrix and tensor decompositions for covid-19 twitter dynamics
L Kassab, A Kryshchenko, H Lyu, D Molitor, D Needell, E Rebrova
Clustering in the three and four color cyclic particle systems in one dimension
E Foxall, H Lyu
Journal of Statistical Physics 171, 470-483, 2018
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