Reza Zadeh


Consulting Assistant Professor at Stanford
Founder & CEO at Matroid

At Stanford I am within ICME, conducting research and teaching courses targeting doctorate students. I focus on Machine Learning, Distributed Computing, and Discrete Applied Mathematics. I serve on the Technical Advisory Board of Microsoft and Databricks.

Publications | Teaching | Students | Talks | Press | Conferences | Bio

News

Created CME 323: Distributed Algorithms and Optimization [2015] [2016]

Teaching CME 305: Discrete Mathematics and Algorithms [2014] [2015] [2016]

Organized the Workshop on Distributed Machine Learning and Matrix Computations at NIPS 2014

Quoted in GigaOm, MIT Technology Review, TechCrunch, Mashable, and many others

Invited talk at Strata 2015: Matrix Computations and Neural Networks in Spark [slides]

Interview: On the Evolution of Machine Learning, from Linear Models to Neural Networks [full] [oreilly report]

Invited Panel on The Future of Deep Learning

Selected Publications

Matrix Computations and Optimization in Apache Spark [arxiv]

MLlib: Machine Learning in Apache Spark [arxiv], JMLR 2015

Dimension Independent Similarity Computation [pdf] [extension] [slides] [poster] [code] [press], JMLR 2014

Estimate of Shaking Intensity by Combining Earthquake Characteristics with Tweets [pdf] [slides] [video] [demo] [full], NCEE 2014

On the Precision of Social and Information Networks [pdf] [slides], COSN 2013

WTF: The Who to Follow Service at Twitter [pdf], WWW 2013

A Uniqueness Theorem for Clustering [pdf] [slides], UAI 2009


Contact info

Twitter: @Reza_Zadeh

Phone: (650) 898-3193

Email: my domain is stanford.edu and my username is rezab



Stanord University