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CME 323: Distributed Algorithms and Optimization, Spring 2015 http://stanford.edu/~rezab/dao. Instructor: Reza Zadeh, Databricks and Stanford. Lecture 14, 5/13/2015. Scribed by Haoming Li, Bangzheng He, Michael Lublin, Yonathan Perez. 14 Matrix Completion via Alternating Least Square(ALS) 14.1 Introduction A common problem faced by internet companies is that of recommending new products to users
CME 323: Distributed Algorithms and Optimization Spring 2024, Stanford University 04/01/2024 - 06/07/2024 Lectures: Tue, Thu 11:30 AM - 1:20 PM, Room 300-303 Instructor: Reza Zadeh Computer Science is evolving to utilize new hardware such as GPUs, TPUs, CPUs, and large commodity clusters thereof. Many subfields such as Machine Learning and Optimization have adapted their algorithms to handle such
Distributed Machine Learning and Matrix Computations A NIPS 2014 Workshop Level 5; room 510 a Friday December 12th 2014 Montreal, Canada Organizers: Reza Zadeh | Ameet Talwalkar | Ion Stoica The emergence of large distributed matrices in many applications has brought with it a slew of new algorithms and tools. Over the past few years, machine learning and numerical linear algebra on distributed ma
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