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<title>Convex Optimization I Online Course,  Stanford</title>
<link>http://freevideolectures.com</link>
<description><![CDATA[Convex sets, functions, and optimization problems. Basics of convex analysis. Least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems. Optimality conditions, duality theory, theorems of alternative, and applications. Interiorpoint methods. Applications to signal processing, control, digital and analog circuit design, computational geometry, statistics, and mechanical engineering. Convex Optimization I Online Course,  Stanford. Subscribed to the feed and get updated]]></description>
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<title>Lecture 1: Introduction</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/1</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Guest Lecturer: Jacob Mattingley</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/2</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 3: Logistics, Convex Functions</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/3</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 4: Vector Composition</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/4</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 5: Optimal And Locally Optimal Points</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/5</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 6: Linear-Fractional Program</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/6</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 7: Generalized Inequality Constraints</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/7</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 8: Lagrangian, Lagrange Dual Function</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/8</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 9: Complementary Slackness</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/9</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 10: Applications Section Of The Course</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/10</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 11: Statistical Estimation</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/11</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 12: Continue On Experiment Design</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/12</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 13: Linear Discrimination (Cont.),</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/13</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 14: LU Factorization (Cont.)</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/14</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 15: Algorithm Section Of The Course</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/15</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 16: Continue On Unconstrained Minimization</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/16</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 17: Newton</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/17</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 18: Logarithmic Barrier</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/18</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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<title>Lecture 19: Interior-Point Methods (Cont.)</title>
<link>http://freevideolectures.com/Course/2288/Convex-Optimization-I/19</link>
<pubDate>Sun, 19 May 2013 09:18:31 -0600</pubDate>
<description><![CDATA[]]></description>
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