Junze Yin

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 20

Top Topics

Linear Regression

Point Processes

Nadaraya Watson

Top Venues

Publications

Zhao Song, Junze Yin, Lichen Zhang
Solving Attention Kernel Regression Problem via Pre-conditioner. AISTATS (2024)
Zhao Song, Junze Yin, Lichen Zhang, Ruizhe Zhang
Fast Dynamic Sampling for Determinantal Point Processes. AISTATS (2024)
Yuzhou Gu, Zhao Song, Junze Yin, Lichen Zhang
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time. ICLR (2024)
Jiuxiang Gu, Yingyu Liang, Heshan Liu, Zhenmei Shi, Zhao Song, Junze Yin
Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformers. CoRR (2024)
Zhihang Li, Zhao Song, Weixin Wang, Junze Yin, Zheng Yu
How to Inverting the Leverage Score Distribution? CoRR (2024)
Yeqi Gao, Zhao Song, Junze Yin
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression. CoRR (2023)
Yuzhou Gu, Zhao Song, Junze Yin, Lichen Zhang
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time. CoRR (2023)
Zhao Song, Mingquan Ye, Junze Yin, Lichen Zhang
Guarantee. CoRR (2023)
Xiang Chen, Zhao Song, Baocheng Sun, Junze Yin, Danyang Zhuo
Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis. CoRR (2023)
Zhihang Li, Zhao Song, Zifan Wang, Junze Yin
Local Convergence of Approximate Newton Method for Two Layer Nonlinear Regression. CoRR (2023)
Yeqi Gao, Zhao Song, Weixin Wang, Junze Yin
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time. CoRR (2023)
Yichuan Deng, Zhao Song, Junze Yin
Faster Robust Tensor Power Method for Arbitrary Order. CoRR (2023)
Zhao Song, Weixin Wang, Junze Yin
A Unified Scheme of ResNet and Softmax. CoRR (2023)
Zhao Song, Guangyi Xu, Junze Yin
The Expressibility of Polynomial based Attention Scheme. CoRR (2023)
Yeqi Gao, Zhao Song, Junze Yin
GradientCoin: A Peer-to-Peer Decentralized Large Language Models. CoRR (2023)
Zhao Song, Junze Yin, Lichen Zhang
Solving Attention Kernel Regression Problem via Pre-conditioner. CoRR (2023)
Zhao Song, Mingquan Ye, Junze Yin, Lichen Zhang
Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation. CoRR (2023)
Song Bian, Zhao Song, Junze Yin
Federated Empirical Risk Minimization via Second-Order Method. CoRR (2023)
Zhao Song, Mingquan Ye, Junze Yin, Lichen Zhang
Guarantee. ICML (2023)
Zhao Song, Junze Yin, Ruizhe Zhang
Revisiting Quantum Algorithms for Linear Regressions: Quadratic Speedups without Data-Dependent Parameters. CoRR (2023)