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INTRODUCTION TO MACHINE LEARNING Introduction to Machine Learning Alex Smola and S.V.N. Vishwanathan Yahoo! Labs Santa Clara –and– Departments of Statistics and Computer…

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DIFFERENTIAL AND INTEGRAL CALCULUS, I LECTURE NOTES (TEL AVIV UNIVERSITY, FALL 2009) Contents Preliminaries i Preparatory reading i Reading i Problem books i Basic notation…

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UNIVERSITY OF THE AEGEAN Monotone and Generalized Monotone Bifunctions and their Application to Operator Theory Mohammad Hossein Alizadeh Department of Product and Systems…

Engineering IMPT and optimization

1. IMPT and optimization 1 2. Content • Mathematical aspects of treatment planning • 3D conformal therapy and design of spread-out Bragg peaks, forward planning • IMPT…

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. Structural Optimization Gerald Kress, David Keller and Benjamin Schla¨pfer January 22, 2015 Laboratory of Composite Materials and Adaptive Structures Contents 1 Scope,…

Documents C&O 355 Mathematical Programming Fall 2010 Lecture 6 N. Harvey TexPoint fonts used in EMF. Read the....

Slide 1C&O 355 Mathematical Programming Fall 2010 Lecture 6 N. Harvey TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: AA A A A A A A…

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Slide 1Hidden Markov Models -- Introduction Slide 2 2 Introduction l All prior models of speech are nonparametric and non--statistical. l Hence estimates of Variables are…

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Slide 1 + Convex Functions, Convex Sets and Quadratic Programs Sivaraman Balakrishnan Slide 2 + Outline Convex sets Definitions Motivation Operations that preserve set convexity…

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Slide 1 Variational Inference in Bayesian Submodular Models Josip Djolonga joint work with Andreas Krause Slide 2 Motivation inference with higher order potentials  MAP…

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Slide 1 Optimization Theory Primal Optimization Problem subject to: Primal Optimal Value: Slide 2 Optimization Theory Convex Optimization Problem subject to: : convex functions…