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41:26 MADDD YianMa-Spring2020 MADDD YianMa-Spring2020	MADDD YianMa-Spring2020 Presentation by Yian Ma (UC San Diego) Title: Briding MCMC and OptimizationAbstract: In this talk, I will discuss three ingredients of optimization theory in the context of MCMC: Non-convexity, … data science mathematics optimization probability markov chains gradient algorithm kind convergence distribution dynamics function lot descent matrix dimension algorithms mcmc theta convex space variable approach times From Jesus De Loera 0 likes 126 plays 0
01:14:44 MADDD-WotaoYinSpring2020.mp4 MADDD-WotaoYinSpring2020.mp4	MADDD-WotaoYinSpring2020.mp4 operator operators image point graph function admm ball alpha identity plug convergence method question denoising training side condition images gradient From Jesus De Loera 0 likes 32 plays 0
54:59 MAT-21C: Lecture 4 MAT-21C: Lecture 4	MAT-21C: Lecture 4 MAT-21C Lecture 2020-04-06 at 09:00 series sum dot power times infinity formula minus limit n. representation cetera tenth function test curve numbers point convergence coefficients From Joseph Biello 0 likes 617 plays 0