Hanbaek Lyu
University of California, Los Angeles
H-index: 10
North America-United States
Top articles of Hanbaek Lyu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization | arXiv preprint arXiv:2402.07101 | Jeongyeol Kwon Dohyun Kwon Hanbaek Lyu | 2024/2/11 |
Stochastic optimization with arbitrary recurrent data sampling | arXiv preprint arXiv:2401.07694 | William G Powell Hanbaek Lyu | 2024/1/15 |
Four-parameter coalescing ballistic annihilation | arXiv preprint arXiv:2401.06852 | Kimberly Affeld Christian Dean Matthew Junge Hanbaek Lyu Connor Panish | 2024/1/12 |
Learning low-rank latent mesoscale structures in networks | Nature Communications | Hanbaek Lyu Yacoub H Kureh Joshua Vendrow Mason A Porter | 2024/1/3 |
New directions in algebraic statistics: Three challenges from 2023 | arXiv preprint arXiv:2402.13961 | Yulia Alexandr Miles Bakenhus Mark Curiel Sameer K Deshpande Elizabeth Gross | 2024/2/21 |
Exponentially Convergent Algorithms for Supervised Matrix Factorization | Advances in Neural Information Processing Systems | Joowon Lee Hanbaek Lyu Weixin Yao | 2024/2/13 |
Interpretable Online Network Dictionary Learning for Inferring Long-Range Chromatin Interactions | arXiv preprint arXiv:2312.10519 | Vishal Rana Jianhao Peng Chao Pan Hanbaek Lyu Albert Cheng | 2023/12/16 |
Complexity of block coordinate descent with proximal regularization and applications to Wasserstein CP-dictionary learning | Dohyun Kwon Hanbaek Lyu | 2023/7/3 | |
A latent linear model for nonlinear coupled oscillators on graphs | arXiv preprint arXiv:2311.14910 | Agam Goyal Zhaoxing Wu Richard P Yim Binhao Chen Zihong Xu | 2023/11/25 |
Diffusion-limited annihilating-coalescing systems | arXiv preprint arXiv:2305.19333 | Sungwon Ahn Matthew Junge Hanbaek Lyu Lily Reeves Jacob Richey | 2023/5/30 |
Supervised low-rank semi-nonnegative matrix factorization with frequency regularization for forecasting spatio-temporal data | arXiv preprint arXiv:2311.08636 | Keunsu Kim Hanbaek Lyu Jinsu Kim Jae-Hun Jung | 2023/11/15 |
Three-velocity coalescing ballistic annihilation | Electronic Journal of Probability | Luis Benitez Matthew Junge Hanbaek Lyu Maximus Redman Lily Reeves | 2023 |
Particle density in diffusion-limited annihilating systems | The Annals of Probability | Tobias Johnson Matthew Junge Hanbaek Lyu David Sivakoff | 2023/11 |
Sampling random graph homomorphisms and applications to network data analysis | Journal of Machine Learning Research | Hanbaek Lyu Facundo Memoli David Sivakoff | 2023/1 |
Block majorization-minimization with diminishing radius for constrained nonconvex optimization | arXiv preprint arXiv:2012.03503 | Hanbaek Lyu Yuchen Li | 2023/8/25 |
Convergence and complexity of block majorization-minimization for constrained block-Riemannian optimization | arXiv preprint arXiv:2312.10330 | Yuchen Li Laura Balzano Deanna Needell Hanbaek Lyu | 2023/12/16 |
Convergence of first-order methods for constrained nonconvex optimization with dependent data | Ahmet Alacaoglu Hanbaek Lyu | 2023/6/15 | |
Learning to predict synchronization of coupled oscillators on randomly generated graphs | Scientific reports | Hardeep Bassi Richard P Yim Joshua Vendrow Rohith Koduluka Cherlin Zhu | 2022/9/5 |
Inferring single-molecule chromatin interactions via online convex network dictionary learning | bioRxiv | Jianhao Peng Chao Pan Hanbaek Lyu Minji Kim Albert Cheng | 2022/8/1 |
Supervised Dictionary Learning with Auxiliary Covariates | arXiv preprint arXiv:2206.06774 | Joowon Lee Hanbaek Lyu Weixin Yao | 2022/6/14 |
Co-Authors
