#12 IV. Optimization Methods (2) | Mathematical and Information Sciences VII | UTokyo Channel

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Content

Arts and Sciences

Mathematical and Information Sciences VII

#12 | IV. Optimization Methods (2)

Chapter

前回の復習と補足

00:05

分散縮小確率勾配法

36:14

微分可能でない凸関数の最小化

1:09:10

近接勾配降下法

1:17:37

Arts and Sciences

Mathematical and Information Sciences VII

#12 | IV. Optimization Methods (2)

1:40

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#AI & Information Science

#Official UTokyo Courses (OCW)

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Lecturer

Shin Matsushima

Graduate School of Information Science and Technology

※Affiliations and positions are as of the time of recording.

Chapter

前回の復習と補足

00:05

分散縮小確率勾配法

36:14

微分可能でない凸関数の最小化

1:09:10

近接勾配降下法

1:17:37

Mathematical and Information Sciences VII

Content List

#1 I. Supervised Learning (1)

#2 I. Supervised Learning (2)

#3 I. Supervised Learning (3)

#4 I. Supervised Learning (4)

#5 I. Supervised Learning (5)・II. Unsupervised Learning(1)

#6 II. Unsupervised Learning (2)

#7 II. Unsupervised Learning (3)

#8 III. Stochastic Treatment (1)

#9 III. Stochastic Treatment (2)

#10 III. Stochastic Treatment (3)

#11 IV. Optimization Methods (1)

#12 IV. Optimization Methods (2)

#1 I. Supervised Learning (1)

#2 I. Supervised Learning (2)

#3 I. Supervised Learning (3)

#4 I. Supervised Learning (4)

#5 I. Supervised Learning (5)・II. Unsupervised Learning(1)

#6 II. Unsupervised Learning (2)

#7 II. Unsupervised Learning (3)

#8 III. Stochastic Treatment (1)

#9 III. Stochastic Treatment (2)

#10 III. Stochastic Treatment (3)

#11 IV. Optimization Methods (1)

#12 IV. Optimization Methods (2)

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HOME
Mathematical and Information Sciences VII
#12 IV. Optimization Methods (2)

Chapter

前回の復習と補足

00:05

分散縮小確率勾配法

36:14

微分可能でない凸関数の最小化

1:09:10

近接勾配降下法

1:17:37

Mathematical and Information Sciences VII

Content List

#1 I. Supervised Learning (1)

#2 I. Supervised Learning (2)

#3 I. Supervised Learning (3)

#4 I. Supervised Learning (4)

#5 I. Supervised Learning (5)・II. Unsupervised Learning(1)

#6 II. Unsupervised Learning (2)

#7 II. Unsupervised Learning (3)

#8 III. Stochastic Treatment (1)

#9 III. Stochastic Treatment (2)

#10 III. Stochastic Treatment (3)

#11 IV. Optimization Methods (1)

#12 IV. Optimization Methods (2)

#1 I. Supervised Learning (1)

#2 I. Supervised Learning (2)

#3 I. Supervised Learning (3)

#4 I. Supervised Learning (4)

#5 I. Supervised Learning (5)・II. Unsupervised Learning(1)

#6 II. Unsupervised Learning (2)

#7 II. Unsupervised Learning (3)

#8 III. Stochastic Treatment (1)

#9 III. Stochastic Treatment (2)

#10 III. Stochastic Treatment (3)

#11 IV. Optimization Methods (1)

#12 IV. Optimization Methods (2)

Related Content

1-11 Computing Linear Algebra

Special Lecture at UTokyo "Linear Algebra"

1-11 Computing Linear Algebra

INTERNATIONAL REFUGEE LAW

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#16 INTERNATIONAL REFUGEE LAW

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Academic Frontier Lecture Series

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#12 Seminar - Career Development in IFIs

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#14 Academic Conflicts of Interest and Research Integrity [EN/JP]

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Special Lecture at UTokyo "Linear Algebra"

1-11 Computing Linear Algebra

INTERNATIONAL REFUGEE LAW

International Refugee Law - Essentials and Comparatives

#16 INTERNATIONAL REFUGEE LAW

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Academic Frontier Lecture Series

#8 The Personal Voice in What it is To Be Classical: The Essay As From And Content in World Literature

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