Chen, Tyler

3 publications

NeurIPS 2025 A Unified Framework for Provably Efficient Algorithms to Estimate Shapley Values Tyler Chen, Akshay Seshadri, Mattia Jacopo Villani, Pradeep Niroula, Shouvanik Chakrabarti, Archan Ray, Pranav Deshpande, Romina Yalovetzky, Marco Pistoia, Niraj Kumar

NeurIPS 2024 Nearly Optimal Approximation of Matrix Functions by the Lanczos Method Noah Amsel, Tyler Chen, Anne Greenbaum, Cameron Musco, Christopher Musco

ICML 2021 Analysis of Stochastic Lanczos Quadrature for Spectrum Approximation Tyler Chen, Thomas Trogdon, Shashanka Ubaru