Tyler Chen

1. Analysis of stochastic Lanczos quadrature for spectrum approximation
   2021/05/13 by Tyler Chen, Thomas Trogdon, Chen, Tyler +3 · 2 citations
   Computer Science · Engineering · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
2. Randomized matrix-free quadrature: unified and uniform bounds for stochastic Lanczos quadrature and the kernel polynomial method
   2022/04/05 by Tyler Chen, Thomas Trogdon, Chen, Tyler +3 · 1 citation
   Mathematics · Computer Science · #Tensor decomposition and applications #Matrix Theory and Algorithms #Blind Source Separation Techniques
3. Provably faster randomized and quantum algorithms for k-means clustering via uniform sampling
   2025/04/29 by Tyler Chen, Archan Ray, Chen, Tyler +14 · 2 citations
   Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography