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Journal Articles
- 2024
[j2]Haoze He, Daniel Kressner
:
Randomized Joint Diagonalization of Symmetric Matrices. SIAM J. Matrix Anal. Appl. 45(1): 661-684 (2024)- 2022
- [j1]Chaoxun Guo, Zhixing Jiang, Haoze He, Yining Liao, David Zhang:
Wrist pulse signal acquisition and analysis for disease diagnosis: A review. Comput. Biol. Medicine 143: 105312 (2022)
Conference and Workshop Papers
- 2024
- [c3]Haoze He, Jing Wang, Anna Choromanska:
Adjacent Leader Decentralized Stochastic Gradient Descent. ECAI 2024: 2492-2499 - [c2]Haoran Zhu, Haoze He, Anna Choromanska, Satish Ravindran, Binbin Shi, Lihui Chen:
Multi-View Radar Autoencoder for Self-Supervised Automotive Radar Representation Learning. IV 2024: 1601-1608 - 2023
- [c1]Haoze He, Parijat Dube:
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning. ICCV (Workshops) 2023: 1385-1393
Informal and Other Publications
- 2024
- [i8]Haoze He, Daniel Kressner:
A randomized algorithm for simultaneously diagonalizing symmetric matrices by congruence. CoRR abs/2402.16557 (2024) - [i7]Haoze He, Jing Wang, Anna Choromanska:
Adjacent Leader Decentralized Stochastic Gradient Descent. CoRR abs/2405.11389 (2024) - [i6]Haoze He, Juncheng Billy Li, Xuan Jiang, Heather Miller:
Sparse Matrix in Large Language Model Fine-tuning. CoRR abs/2405.15525 (2024) - [i5]Haoze He, Daniel Kressner:
A simple, randomized algorithm for diagonalizing normal matrices. CoRR abs/2405.18399 (2024) - [i4]Haoze He, Daniel Kressner, Bor Plestenjak:
Randomized methods for computing joint eigenvalues, with applications to multiparameter eigenvalue problems and root finding. CoRR abs/2409.00500 (2024) - 2022
- [i3]Haoze He, Parijat Dube:
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment via Submodular Partitioning. CoRR abs/2211.00839 (2022) - [i2]Haoze He, Parijat Dube:
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches. CoRR abs/2211.00889 (2022) - [i1]Haoze He, Daniel Kressner:
Randomized Joint Diagonalization of Symmetric Matrices. CoRR abs/2212.07248 (2022)
Coauthor Index
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