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Mar 22, 2024 · Michael Mahoney. I am in the Department of Statistics at UC Berkeley; I am also at the International Computer Science Institute (ICSI, where I am Vice President and Director of the Big Data Group ) and the Lawrence Berkeley National Laboratory (LBNL, where I am the Group Lead for the Machine Learning and Analytics Group ); I am also in the ...
Articles 1–20. Professor of Statistics, UC Berkeley - Cited by 33,775 - Algorithms - Statistics - Linear Algebra - Data Analysis - Machine Learning.
Mar 29, 2022 · Michael Mahoney is the new group leader for Machine Learning and Analytics. When the term “big data” was first coined in the late 1990s, the world produced about 1.5 quintillion bytes of data per year.
Oct 18, 2020 · Michael Mahoney - Dynamical systems and machine learning. Prof. Michael Mahoney from UC Berkeley speaking in the Data-driven methods for science and engineering seminar. Recorded on October...
Recent and Upcoming Developments in Randomized Numerical Linear Algebra for Machine Learning, M. Derezinski and M. W. Mahoney, Technical Report, Preprint: arXiv:2406.11151 (2024) ( arXiv ), Accepted for publication, Proc. of the 30th Annual SIGKDD, 0000–0000 (2024) ().
The main focus of my work is on algorithmic and statistical aspects of modern large-scale data analysis. There is a focus on foundational/theoretical questions, but this theory is strongly tethered to implementational questions and a diverse range of very practical applications.
Michael W. Mahoney. Dynamical systems that evolve continuously over time are ubiquitous throughout science and engineering. Machine learning (ML) provides data-driven approaches to model and...
