Manifold learning theory and applications
Material type: TextPublication details: CRC, London : 2012.Description: xxiv, 290 p., [16] p. of plates : ill. (some col.) ; 27 cmISBN:- 9781439871096
- 516.07 23 MA-M
- QA613 .M32 2012
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
Books | IIITD Reference | Mathematics | REF 516.07 MA-M (Browse shelf(Opens below)) | Available | 004003 |
Browsing IIITD shelves, Shelving location: Reference, Collection: Mathematics Close shelf browser (Hides shelf browser)
REF 516.02 BER-G Geometry, vol I | REF 516.02 BER-G Geometry | REF 516.028 ORO-C Computational geometry in C | REF 516.07 MA-M Manifold learning theory and applications | REF 516.08 BAR-C A course in convexity | REF 516.1 CON-S The symmetries of things | REF 516.11 BEZ-D Discrete geometry and optimization |
Includes bibliographical references and index.
Spectral embedding methods for manifold learning / Alan Julian Izenman -- Robust Laplacian eigenmaps using global information / Shounak Roychowdhury and Joydeep Ghosh -- Density preserving maps / Arkadas Ozakin, Nikolaos Vasiloglou II, Alexander Gray -- Sample complexity in manifold learning / Hariharan Narayanan -- Manifold alignment / Chang Wang, Peter Krafft, and Sridhar Mahadevan -- Large-scale manifold learning / Ameet Talwalkar, Sanjiv Kumar, Mehryar Mohri, Henry Rowley -- Metric and heat kernel / Wei Zeng, Jian Sun, Ren Guo, Feng Luo, and Xianfeng Gu -- Discreet Ricci flow for surface and 3-manifold / Xianfeng Gu, Wei Zeng, Feng Luo, and Shing-Tung Yau -- 2D and 3D objects morphing using manifold techniques / Chafik Samir, Pierre-Antoine Absil, and Paul Van Dooren -- Learning image manifolds from local features / Ahmed Elgammal and Marwan Torki -- Human motion analysis applications of manifold learning / Ahmed Elgammal and Chan Su Lee.
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