Hanbaek Lyu
According to our database1,
Hanbaek Lyu
authored at least 28 papers
between 2014 and 2024.
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Bibliography
2024
Supervised Low-Rank Semi-nonnegative Matrix Factorization with Frequency Regularization for Forecasting Spatio-temporal Data.
J. Sci. Comput., August, 2024
Interpretable online network dictionary learning for inferring long-range chromatin interactions.
PLoS Comput. Biol., 2024
Sparseness-constrained nonnegative tensor factorization for detecting topics at different time scales.
Frontiers Appl. Math. Stat., 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
J. Mach. Learn. Res., 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning.
Proceedings of the International Conference on Machine Learning, 2023
Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data.
Proceedings of the International Conference on Machine Learning, 2023
2022
J. Mach. Learn. Res., 2022
Convergence and Complexity of Stochastic Subgradient Methods with Dependent Data for Nonconvex Optimization.
CoRR, 2022
2021
Random Struct. Algorithms, 2021
2020
CoRR, 2020
CoRR, 2020
Online nonnegative tensor factorization and CP-dictionary learning for Markovian data.
CoRR, 2020
CoRR, 2020
Applications of Online Nonnegative Matrix Factorization to Image and Time-Series Data.
Proceedings of the Information Theory and Applications Workshop, 2020
2019
Topic-aware chatbot using Recurrent Neural Networks and Nonnegative Matrix Factorization.
CoRR, 2019
Online matrix factorization for Markovian data and applications to Network Dictionary Learning.
CoRR, 2019
2018
SIAM J. Appl. Dyn. Syst., 2018
2014
CoRR, 2014