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Proximal Newton Methods for Large-Scale Machine Learning Inderjit Dhillon Computer Science & Mathematics UT Austin ShanghaiTech Symposium on Data Science June 24, 2015…

Proximal Newton Methods for Large-Scale Machine Learning Inderjit Dhillon Computer Science Mathematics UT Austin ShanghaiTech Symposium on Data Science June 24, 2015 Joint…

20210413-ISSUE No. 15, April 2021 SIST News Research Discoveries Students’ Awards and Honors Faculty Profiles School of Information Science and Technology (SIST) School

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04-KinematicsMobile Robotics 2ShanghaiTech University - SIST - 24.11.2015 Motivation • Autonomous mobile robots move around in the environment. Therefore ALL of them:

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New Quasi-Newton Methods for Efficient Large-Scale Machine Learning S.V.N. Vishwanathan Joint work with Nic Schraudolph, Simon Günter, Jin Yu, Peter Sunehag, and Jochen…

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Microsoft PowerPoint - Lecture1.pptxXiliang Luo • Textbooks & References • Fundamentals of Statistical Signal Processing: Estimation Theory/Detection 

Inexact Newton Methods, Newton-Krylov Methods, and Extensions for Large-Scale Underdetermined Systems Homer Walker DOE Office of Advanced Scientific Computing and Worcester…

Stochastic Newton and quasi-Newton Methods for Large-Scale Convex Optimization Donald Goldfarb Department of Industrial Engineering and Operations Research Columbia University…

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Stochastic Newton and quasi-Newton Methods for Large-Scale Convex and Non-Convex Optimization Donald Goldfarb Department of Industrial Engineering and Operations Research…

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