Bruce Lee random walk

人物小传: Christos Papadimitriou

Christos H. Papadimitriou1是著名的计算机科学家,是诸多论文的合著者,如《Algorithms》2,计算机科学领域的高引学者,并与Bill Gates合写过一篇学术论文3,这是Gates目前唯一的一篇学术论文。 生平 学术研究 趣事 Marios Mavronicolas and Paul G. Spirakis, A glimpse at Christos H. Papadimitriou(2009). ↩ S. Dasgupta, CH Papadimitriou and UV Vazirani, Algorithms, 2006. ↩ ... Read more

[SIAM NEWS] Deep Learning Models in Finance

By Justin Sirignano June 01, 2017 [Justin Sirignano is an assistant professor at the University of Illinois at Urbana-Champaign. His research interests include machine learning, optimization, applied probability, and financial applications.] The finance literature has historically focused on stochastic models and their mathematical analysis. ... Read more

人物小传: Jerry Friedman

Jerry Friedman1是统计机器学习领域的专家,是诸多专著的合著者。 生平 学术研究 趣事 N. I. Fisher, A Conversation with Jerry Friedman, 2015 ↩ Read more

随机矩阵理论(XI): Determinantal Point Process

本文是随机矩阵理论系列的第十一篇文章,讲述了随机矩阵与随机过程之间的联系。 概率分布 随机过程 Gaussian Process Neil Lawrence Poisson Point Process Determinantal Point Process Ryan P. Adams, Iain Murray and David JC Mackay, Tractable Nonparametric Bayesian Inference in Poisson Processes with Gaussian Process Intensities, ICML 2009. Alex Kulesza and Ben Taskar, Struct... Read more

随机矩阵理论(X): Riemann-Hilbert问题

本文是随机矩阵理论系列的第十篇文章,讲述了随机矩阵与RHP,正交多项式之间的联系。 RHP 正交多项式 算法设计 inverse problem applications in image Read more