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chapter_16

์„ ํ˜•๋ณ€ํ™˜๊ณผ ์ •๊ทœ ์ง๊ต ๋Œ€๊ฐํ™”(Orthogonal Diagonalization)chevron-rightํŠน์ด๊ฐ’๋ถ„ํ•ด(SVD)์˜ ๊ธฐ๋ณธ ์ดํ•ดchevron-rightSVD์˜ ๊ธฐํ•˜ํ•™์  ์˜๋ฏธ(ํšŒ์ „ยท์ถ•์ฒ™)chevron-right์ถ•์†Œ(SVD)์™€ ๋ฐ์ดํ„ฐ ์ฐจ์› ์ถ•์†Œ(PCA)chevron-right์žก์Œ ์ œ๊ฑฐ(Denoising)์™€ ์••์ถ•(Compression)chevron-rightMoore-Penrose ์—ญํ–‰๋ ฌ์˜ ๊ณ„์‚ฐchevron-right์ „์ฒ˜๋ฆฌ(Preconditioning)์™€ Lanczos ์•Œ๊ณ ๋ฆฌ์ฆ˜chevron-right์‚ฌ์˜(Projections)๊ณผ ๋žญํฌ ๊ฐ์†Œ(Rank Reduction)chevron-right๊ณ ์ฐจ์› ํ–‰๋ ฌ์—์„œ์˜ ๊ทผ์‚ฌ ๋žญํฌ(Approximate Rank)chevron-right์ •๊ทœ ๋ฐฉ์ •์‹๊ณผ ์ตœ์†Œ์ œ๊ณฑํ•ดchevron-right์ด๋ฏธ์ง€ยท์‹ ํ˜ธ ์ฒ˜๋ฆฌ์—์„œ์˜ SVD ํ™œ์šฉchevron-right๋น…๋ฐ์ดํ„ฐ ๋ถ„์„๊ณผ ๋ณ‘๋ ฌ SVD ์•Œ๊ณ ๋ฆฌ์ฆ˜chevron-right๋‚ฎ์€ ๋žญํฌ(Low-Rank) ๊ทผ์‚ฌ์˜ ์˜ค์ฐจ ํ•ด์„chevron-rightํ™•์žฅ SVD ๊ธฐ๋ฒ•(RSVD, TSVD ๋“ฑ)chevron-rightํ–‰๋ ฌ ๋ถ„ํ•ด ๊ธฐ๋ฐ˜ ์ถ”์ฒœ ์‹œ์Šคํ…œ๊ณผ ๋‹ค์–‘ํ•œ ์‘์šฉchevron-right
Previous์‹ค์ „ ์ตœ์ ํ™” ์‚ฌ๋ก€: ๊ณตํ•™, ๊ฒฝ์ œ, ๊ณผํ•™ ์ „๋ฐ˜Next์„ ํ˜•๋ณ€ํ™˜๊ณผ ์ •๊ทœ ์ง๊ต ๋Œ€๊ฐํ™”(Orthogonal Diagonalization)

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