#11 IV. Optimization Methods (1) | Mathematical and Information Sciences VII | UTokyo Channel

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Content

Arts and Sciences

Mathematical and Information Sciences VII

#11 | IV. Optimization Methods (1)

Chapter

最適化の手法

00:05

凸関数に関する諸概念

02:01

強凸関数

18:30

L-平滑凸関数

34:58

勾配降下法

55:44

確率的勾配法

1:10:05

Arts and Sciences

Mathematical and Information Sciences VII

#11 | IV. Optimization Methods (1)

1:33

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#AI & Information Science

#Official UTokyo Courses (OCW)

#Arts and Sciences

Lecturer

Shin Matsushima

Graduate School of Information Science and Technology

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

Chapter

最適化の手法

00:05

凸関数に関する諸概念

02:01

強凸関数

18:30

L-平滑凸関数

34:58

勾配降下法

55:44

確率的勾配法

1:10:05

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
#11 IV. Optimization Methods (1)

Chapter

最適化の手法

00:05

凸関数に関する諸概念

02:01

強凸関数

18:30

L-平滑凸関数

34:58

勾配降下法

55:44

確率的勾配法

1:10:05

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

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#12 Seminar - Career Development in IFIs

INTERNATIONAL REFUGEE LAW

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

Academic Frontier Lecture Series

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#1 The science of learning (Class session video)

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#12 Seminar - Career Development in IFIs

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#16 INTERNATIONAL REFUGEE LAW

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