๋ณธ๋ฌธ์œผ๋กœ ๊ฑด๋„ˆ๋›ฐ๊ธฐ
Park JiHo

Topic: #logistic-regression

A collection of 2 posts about logistic-regression.

ํ˜„๋Œ€ ์ธ๊ณต์ง€๋Šฅ IV โ€” ๊ธฐ์šธ๊ธฐ ๊ธฐ๋ฐ˜ ์ตœ์ ํ™”: GD์—์„œ OGM๊นŒ์ง€

ECE5992 ์ตœ์ ํ™” ๊ฐ•์˜์ž๋ฃŒ 19์ชฝ์„ ํŽ˜์ด์ง€ยท๋ณธ๋ฌธยท์ˆ˜์‹ยทํ‘œยท๊ทธ๋ฆผยท์งˆ๋ฌธยท์ฃผ์„ ์›์žฅ์œผ๋กœ ์™„์ „ ์ถ”์ ํ•˜๋ฉฐ, Lipschitz ์—ฐ์†์„ฑ, GDยทPSDยทPGDยทFGMยทOGM, ๋ณต์†Œ์ˆ˜ ํ•˜๊ฐ•๋ฐฉํ–ฅ, ํšจ์œจ์  ์„ ํƒ์ƒ‰๊ณผ ๋กœ์ง€์Šคํ‹ฑ ํšŒ๊ท€๋ฅผ 2026๋…„ ์—ฐ๊ตฌ๊นŒ์ง€ ์—ฐ๊ฒฐํ•œ๋‹ค.

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29 min read
#gradient-descent#convex-optimization#accelerated-optimization
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๋จธ์‹ ๋Ÿฌ๋‹ ์ •๋ฆฌ

๋จธ์‹ ๋Ÿฌ๋‹์ด๋ž€ ๊ด‘๋ฒ”์œ„ํ•œ ์ธ๊ณต์ง€๋ŠฅAI์˜์—ญ์˜ ํ•˜์œ„ ์ง‘ํ•ฉ์œผ๋กœ, ์ปดํ“จํ„ฐ๊ฐ€ ๋ฐ์ดํ„ฐ๋กœ๋ถ€ํ„ฐ ํ•™์Šตํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋œ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ๋งŒ๋“ค๊ณ  ํ™œ์šฉํ•˜๋Š” ๊ฒƒ์„ ์ค‘์‹ฌ์œผ๋กœ ํ•˜๋Š” ๋ถ„์•ผ์ด๋‹ค.

1 min read
#machine-learning#classification#logistic-regression
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