Campus Event Calendar
Event Entry
New for: D3
What and Who
Streaming k-means Clustering
Ragesh Jaiswal
Indian Institute of Technology, Delhi
AG1 Mittagsseminar (own work)
I will talk about clustering algorithms that approximately optimizes the k-means objective function in the streaming setting. We will first look at a bi-criterion batch algorithm for k-means problem that is based on the k-means++ algorithm and then use it in a hierarchical manner to obtain a streaming algorithm. Finally, we discuss some interesting open questions. This is a joint work with Claire Monteleoni and Nir Ailon.
AG 1, AG 3, AG 5, SWS, AG 4, RG1, MMCI
AG Audience
English
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Date, Time and Location
Friday, 8 July 2011
13:00
30 Minutes
E1 4
024
Saarbrücken
Contact
Madhusudan Manjunath
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Madhusudan Manjunath, 06/29/2011 13:50
Madhusudan Manjunath, 06/29/2011 13:49 -- Created document.
Madhusudan Manjunath, 06/29/2011 13:49 -- Created document.