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Detection Limits and Fluctuation Results in Some Spiked Random Matrix Models and Pooling of Discrete Data
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| 자료유형 | 학위논문 |
|---|---|
| 서명/저자사항 | Detection Limits and Fluctuation Results in Some Spiked Random Matrix Models and Pooling of Discrete Data. |
| 개인저자 | El Abidi, Ahmed El Alaoui. |
| 단체저자명 | University of California, Berkeley. Electrical Engineering & Computer Sciences. |
| 발행사항 | [S.l.]: University of California, Berkeley., 2018. |
| 발행사항 | Ann Arbor: ProQuest Dissertations & Theses, 2018. |
| 형태사항 | 191 p. |
| 기본자료 저록 | Dissertation Abstracts International 80-01B(E). Dissertation Abstract International |
| ISBN | 9780438324732 |
| 학위논문주기 | Thesis (Ph.D.)--University of California, Berkeley, 2018. |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B.
Adviser: Michael I. Jordan. |
| 요약 | In this thesis we examine the fundamental limits of detecting and recovering a weak signal hidden in a large amount of noise. We will consider two problems. The first one pertains to principal component analysis, and is about estimating and dete |
| 요약 | The second problem we consider is that of pooling, and is about recovering a discrete signal, i.e., whose entries only take can a finite number of values, given several observation that are constrained in a combinatorial way. More precisely, in |
| 일반주제명 | Mathematics. Statistics. Statistical physics. |
| 언어 | 영어 |
| 바로가기 | 
: 이 자료의 원문은 한국교육학술정보원에서 제공합니다. |
