Hanbaek Lyu - RankMe

42 papers A* 9Misc 1Journal 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Convergence and complexity of block majorization-minimization for constrained block-Riemannian optimization. J. Mach. Learn. Res. Yuchen Li, Laura Balzano, Deanna Needell, Hanbaek Lyu
2025	J	`jnl`	Block Majorization-Minimization with Diminishing Radius for Constrained Nonsmooth Nonconvex Optimization. SIAM J. Optim. Hanbaek Lyu, Yuchen Li
2025	A*	`conf`	Linear convergence of Sinkhorn's algorithm for generalized static Schrödinger bridge. ICML Rahul Choudhary, Hanbaek Lyu
2025	A*	`conf`	Sample Complexity of Branch-length Estimation by Maximum Likelihood. ICML David Clancy Jr., Hanbaek Lyu, Sebastien Roch
2025	J	`jnl`	Sobolev acceleration for neural networks. CoRR Jong Kwon Oh, Hanbaek Lyu, Hwijae Son
2024	A*	`conf`	Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms. ICML Yuchen Li, Laura Balzano, Deanna Needell, Hanbaek Lyu
2024	J	`jnl`	Interpretable online network dictionary learning for inferring long-range chromatin interactions. PLoS Comput. Biol. Vishal Rana, Jianhao Peng, Chao Pan, Hanbaek Lyu, Albert Cheng, Minji Kim, Olgica Milenkovic
2024	A*	`conf`	On The Complexity of First-Order Methods in Stochastic Bilevel Optimization. ICML Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu
2024	J	`jnl`	On the Complexity of First-Order Methods in Stochastic Bilevel Optimization. CoRR Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu
2024	J	`jnl`	Sparseness-constrained nonnegative tensor factorization for detecting topics at different time scales. Frontiers Appl. Math. Stat. Lara Kassab, Alona Kryshchenko, Hanbaek Lyu, Denali Molitor, Deanna Needell, Elizaveta Rebrova, Jiahong Yuan
2024	A*	`conf`	Stochastic Optimization with Arbitrary Recurrent Data Sampling. ICML William G. Powell, Hanbaek Lyu
2024	J	`jnl`	Stochastic Regularized Majorization-Minimization with weakly convex and multi-convex surrogates. J. Mach. Learn. Res. Hanbaek Lyu
2024	J	`jnl`	Stochastic optimization with arbitrary recurrent data sampling. CoRR William G. Powell, Hanbaek Lyu
2024	J	`jnl`	Supervised Low-Rank Semi-nonnegative Matrix Factorization with Frequency Regularization for Forecasting Spatio-temporal Data. J. Sci. Comput. Keunsu Kim, Hanbaek Lyu, Jinsu Kim, Jae-Hun Jung
2024	A*	`conf`	Supervised Matrix Factorization: Local Landscape Analysis and Applications. ICML Joowon Lee, Hanbaek Lyu, Weixin Yao
2023	J	`jnl`	A latent linear model for nonlinear coupled oscillators on graphs. CoRR Agam Goyal, Zhaoxing Wu, Richard P. Yim, Binhao Chen, Zihong Xu, Hanbaek Lyu
2023	A*	`conf`	Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning. ICML Dohyun Kwon, Hanbaek Lyu
2023	J	`jnl`	Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning. CoRR Dohyun Kwon, Hanbaek Lyu
2023	A*	`conf`	Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data. ICML Ahmet Alacaoglu, Hanbaek Lyu
2023	A*	`conf`	Exponentially Convergent Algorithms for Supervised Matrix Factorization. NeurIPS Joowon Lee, Hanbaek Lyu, Weixin Yao
2023	J	`jnl`	Exponentially Convergent Algorithms for Supervised Matrix Factorization. CoRR Joowon Lee, Hanbaek Lyu, Weixin Yao
2023	J	`jnl`	Sampling random graph homomorphisms and applications to network data analysis. J. Mach. Learn. Res. Hanbaek Lyu, Facundo Mémoli, David Sivakoff
2023	J	`jnl`	Supervised low-rank semi-nonnegative matrix factorization with frequency regularization for forecasting spatio-temporal data. CoRR Keunsu Kim, Hanbaek Lyu, Jinsu Kim, Jae-Hun Jung
2022	J	`jnl`	Convergence and Complexity of Stochastic Block Majorization-Minimization. CoRR Hanbaek Lyu
2022	J	`jnl`	Convergence and Complexity of Stochastic Subgradient Methods with Dependent Data for Nonconvex Optimization. CoRR Ahmet Alacaoglu, Hanbaek Lyu
2022	J	`jnl`	Online Nonnegative CP-dictionary Learning for Markovian Data. J. Mach. Learn. Res. Hanbaek Lyu, Christopher Strohmeier, Deanna Needell
2022	J	`jnl`	Supervised Dictionary Learning with Auxiliary Covariates. CoRR Joowon Lee, Hanbaek Lyu, Weixin Yao
2021	J	`jnl`	Learning low-rank latent mesoscale structures in networks. CoRR Hanbaek Lyu, Yacoub H. Kureh, Joshua Vendrow, Mason A. Porter
2021	J	`jnl`	Stretched exponential decay for subcritical parking times on. Random Struct. Algorithms Michael Damron, Hanbaek Lyu, David Sivakoff
2020	Misc	`conf`	Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data. ITA Hanbaek Lyu, Georg Menz, Deanna Needell, Christopher Strohmeier
2020	J	`jnl`	Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data. CoRR Hanbaek Lyu, Georg Menz, Deanna Needell, Christopher Strohmeier
2020	J	`jnl`	COVID-19 Time-series Prediction by Joint Dictionary Learning and Online NMF. CoRR Hanbaek Lyu, Christopher Strohmeier, Georg Menz, Deanna Needell
2020	J	`jnl`	Chromatic Number, Induced Cycles, and Non-separating Cycles. Graphs Comb. Hanbaek Lyu
2020	J	`jnl`	Learning to predict synchronization of coupled oscillators on heterogeneous graphs. CoRR Hardeep Bassi, Richard P. Yim, Rohith Kodukula, Joshua Vendrow, Cherlin Zhu, Hanbaek Lyu
2020	J	`jnl`	On Nonnegative Matrix and Tensor Decompositions for COVID-19 Twitter Dynamics. CoRR Lara Kassab, Alona Kryshchenko, Hanbaek Lyu, Denali Molitor, Deanna Needell, Elizaveta Rebrova
2020	J	`jnl`	Online nonnegative tensor factorization and CP-dictionary learning for Markovian data. CoRR Christopher Strohmeier, Hanbaek Lyu, Deanna Needell
2019	J	`jnl`	Online matrix factorization for Markovian data and applications to Network Dictionary Learning. CoRR Hanbaek Lyu, Deanna Needell, Laura Balzano
2019	J	`jnl`	Sampling random graph homomorphisms and applications to network data analysis. CoRR Hanbaek Lyu, Facundo Mémoli, David Sivakoff
2019	J	`jnl`	Topic-aware chatbot using Recurrent Neural Networks and Nonnegative Matrix Factorization. CoRR Yuchen Guo, Nicholas Hanoian, Zhexiao Lin, Nicholas Liskij, Hanbaek Lyu, Deanna Needell, Jiahao Qu, Henry Sojico, Yuliang Wang, Zhe Xiong, Zhenhong Zou
2018	J	`jnl`	Global Synchronization of Pulse-Coupled Oscillators on Trees. SIAM J. Appl. Dyn. Syst. Hanbaek Lyu
2016	J	`jnl`	Global synchronization of pulse-coupled oscillators on trees. CoRR Hanbaek Lyu
2014	J	`jnl`	A Self-stabilizing Cellular Automata Model For Pulse-coupled Biological Oscillators. CoRR Hanbaek Lyu