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Hanbaek Lyu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

9

Venues

2

Active years

2020–2025

Best venue rank

A*

Where they publish

Papers

9 indexed papers, newest first.

YearVenueTitleAuthors
2025ICMLLinear convergence of Sinkhorn's algorithm for generalized static Schrdinger bridge.Rahul Choudhary, Hanbaek Lyu
2025ICMLSample Complexity of Branch-length Estimation by Maximum Likelihood.David Clancy Jr., Hanbaek Lyu, Sebastien Roch
2024ICMLOn The Complexity of First-Order Methods in Stochastic Bilevel Optimization.Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu
2024ICMLSupervised Matrix Factorization: Local Landscape Analysis and Applications.Joowon Lee, Hanbaek Lyu, Weixin Yao
2024ICMLConvergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms.Yuchen Li, Laura Balzano, Deanna Needell, Hanbaek Lyu
2024ICMLStochastic Optimization with Arbitrary Recurrent Data Sampling.William G. Powell, Hanbaek Lyu
2023ICMLConvergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data.Ahmet Alacaoglu, Hanbaek Lyu
2023ICMLComplexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning.Dohyun Kwon, Hanbaek Lyu
2020ITAApplications of Online Nonnegative Matrix Factorization to Image and Time-Series Data.Hanbaek Lyu, Georg Menz, Deanna Needell, Christopher Strohmeier