| Online matrix factorization for markovian data and applications to network dictionary learning H Lyu, D Needell, L Balzano Journal of Machine Learning Research 21 (251), 1-49, 2020 | 27 | 2020 |
| Block majorization-minimization with diminishing radius for constrained nonconvex optimization H Lyu, Y Li arXiv preprint arXiv:2012.03503, 2023 | 26* | 2023 |
| Online nonnegative CP-dictionary learning for Markovian data H Lyu, C Strohmeier, D Needell Journal of Machine Learning Research 23 (148), 1-50, 2022 | 23* | 2022 |
| 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 | 22* | 2023 |
| Double jump phase transition in a soliton cellular automaton L Levine, H Lyu, J Pike International Mathematics Research Notices 2022 (1), 665-727, 2020 | 22* | 2020 |
| Synchronization of finite-state pulse-coupled oscillators H Lyu Physica D: Nonlinear Phenomena 303, 28-38, 2015 | 20 | 2015 |
| 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 | 18* | 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 | 18 | 2019 |
| Learning low-rank latent mesoscale structures in networks H Lyu, YH Kureh, J Vendrow, MA Porter Nature Communications 15 (1), 224, 2024 | 15 | 2024 |
| 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 | 15 | 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 | 15 | 2018 |
| Scaling limit of soliton lengths in a multicolor box-ball system J Lewis, H Lyu, P Pylyavskyy, A Sen Forum of Mathematics, Sigma 12, e120, 2024 | 14* | 2024 |
| Particle density in diffusion-limited annihilating systems T Johnson, M Junge, H Lyu, D Sivakoff The Annals of Probability 51 (6), 2301-2344, 2023 | 14 | 2023 |
| 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 | 14 | 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 | 14 | 2019 |
| Limiting behavior of 3-color excitable media on arbitrary graphs J Gravner, H Lyu, D Sivakoff | 13 | 2018 |
| The phase structure of asymmetric ballistic annihilation M Junge, H Lyu The Annals of Applied Probability 32 (5), 3797-3816, 2022 | 12* | 2022 |
| Global synchronization of pulse-coupled oscillators on trees H Lyu SIAM Journal on Applied Dynamical Systems 17 (2), 1521-1559, 2018 | 12* | 2018 |
| On the number of contingency tables and the independence heuristic H Lyu, I Pak Bulletin of the London Mathematical Society 54 (1), 242-255, 2022 | 11 | 2022 |
| Convergence of first-order methods for constrained nonconvex optimization with dependent data A Alacaoglu, H Lyu International Conference on Machine Learning, 458-489, 2023 | 10* | 2023 |
Deanna NeedellProfessor of Mathematics, UCLAVerified email at cmc.edu
