Geometric Data Analysis (M104)

Documents

TypeFilename UpSizeDate
Web-scale Image clustering
Avrithis et al. (ICCV'15) [for 2]. Experimental evaluation [for 1]
1.18 MB11/12/20
Road segmentation, alignment (and clustering)
Programming tasks 1, 2 (+ optionally 3) [up to 2 students] / Τh. Pappas
656 B11/16/20
mmds.org: Similarity search (LSH) from MMDS, sections 3.1-3.4
/ S. Kotzastratis
223 B11/17/20
mmds.org: Present clustering from MMDS, sections 7.1-7.4 235 B11/11/20
mmds.org: Page Rank from MMDS, sections 5.1-5.2
/ E. Georgiadou
167 B11/16/20
mmds.org: Dim Reduction from MMDS, chapter 11
/ A. Zamanos
203 B11/16/20
Faster dimension reduction
Nir Ailon, Bernard Chazelle (Comm. ACM) / Ch. Tzamos
1.35 MB11/15/20
Experimental assessment of Dolphinn
Programming assignment
1.21 KB11/12/20
Approximate Nearest Neighbor: Towards Removing the Curse of Dimensionality
Sariel Har-Peled, Piotr Indyk, Rajeev Motwani [for 2 students]
627.96 KB11/8/20