Yichuan Deng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Classification And Regression Problems

Faster Convergence

Top Venues

Publications

Yichuan Deng, Zhao Song, Chiwun Yang
Attention is Naturally Sparse with Gaussian Distributed Input. CoRR (2024)
Yichuan Deng, Zhao Song, Chiwun Yang
Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergence. CoRR (2024)
Yichuan Deng, Zhao Song, Shenghao Xie, Chiwun Yang
Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights. CoRR (2023)
Yichuan Deng, Zhao Song, Lichen Zhang, Ruizhe Zhang
Efficient Algorithm for Solving Hyperbolic Programs. CoRR (2023)
Yichuan Deng, Michalis Mamakos, Zhao Song
Clustered Linear Contextual Bandits with Knapsacks. CoRR (2023)
Yichuan Deng, Zhao Song, Tianyi Zhou
Superiority of Softmax: Unveiling the Performance Edge Over Linear Attention. CoRR (2023)
Yichuan Deng, Yeqi Gao, Zhao Song
Solving Tensor Low Cycle Rank Approximation. BigData (2023)
Yichuan Deng, Zhao Song, Shenghao Xie
Convergence of Two-Layer Regression with Nonlinear Units. CoRR (2023)
Yichuan Deng, Zhihang Li, Zhao Song
Attention Scheme Inspired Softmax Regression. CoRR (2023)
Yichuan Deng, Zhihang Li, Sridhar Mahadevan, Zhao Song
Zero-th Order Algorithm for Softmax Attention Optimization. CoRR (2023)
Yichuan Deng, Zhao Song, Omri Weinstein, Ruizhe Zhang
Fast Distance Oracles for Any Symmetric Norm. NeurIPS (2022)
Yichuan Deng, Zhao Song, Omri Weinstein, Ruizhe Zhang
Fast Distance Oracles for Any Symmetric Norm. CoRR (2022)
Yichuan Deng, Wenyu Jin, Zhao Song, Xiaorui Sun, Omri Weinstein
Dynamic Kernel Sparsifiers. CoRR (2022)
Yichuan Deng, Zhao Song, Yitan Wang, Yuanyuan Yang
A Nearly Optimal Size Coreset Algorithm with Nearly Linear Time. CoRR (2022)
Yichuan Deng, Zhao Song, Omri Weinstein
Discrepancy Minimization in Input-Sparsity Time. CoRR (2022)