Haoze He

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Resource Limitations

Stochastic Gradient Descent

Disease Diagnosis

Positive Definite

Top Venues

SIAM J. Matrix Anal. Appl.

Comput. Biol. Medicine

Publications

Haoze He, Daniel Kressner
Randomized Joint Diagonalization of Symmetric Matrices. SIAM J. Matrix Anal. Appl. 45 (1) (2024)
Haoze He, Juncheng Billy Li, Xuan Jiang, Heather Miller
Sparse Matrix in Large Language Model Fine-tuning. CoRR (2024)
Haoze He, Daniel Kressner
A simple, randomized algorithm for diagonalizing normal matrices. CoRR (2024)
Haoze He, Jing Wang, Anna Choromanska
Adjacent Leader Decentralized Stochastic Gradient Descent. CoRR (2024)
Haoze He, Daniel Kressner
A randomized algorithm for simultaneously diagonalizing symmetric matrices by congruence. CoRR (2024)
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)
Haoze He, Parijat Dube
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning. ICCV (Workshops) (2023)
Haoze He, Parijat Dube
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches. CoRR (2022)
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 (2022)
Haoze He, Parijat Dube
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment via Submodular Partitioning. CoRR (2022)
Haoze He, Daniel Kressner
Randomized Joint Diagonalization of Symmetric Matrices. CoRR (2022)