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AIRS
2010
Springer
13 years 6 months ago
Tuning Machine-Learning Algorithms for Battery-Operated Portable Devices
Machine learning algorithms in various forms are now increasingly being used on a variety of portable devices, starting from cell phones to PDAs. They often form a part of standard...
Ziheng Lin, Yan Gu, Samarjit Chakraborty
CORR
2010
Springer
99views Education» more  CORR 2010»
13 years 6 months ago
How I won the "Chess Ratings - Elo vs the Rest of the World" Competition
This article discusses in detail the rating system that won the kaggle competition "Chess Ratings: Elo vs the rest of the world". The competition provided a historical d...
Yannis Sismanis
ICMCS
2007
IEEE
162views Multimedia» more  ICMCS 2007»
14 years 27 days ago
User-Assisted People Search in Consumer Image Collections
In this paper, we investigate the process of searching for images of specified people in the consumer family photo domain. This domain is very different from the controlled enviro...
Andrew C. Gallagher, Madirakshi Das, Alexander C. ...
ICCV
2009
IEEE
15 years 2 months ago
Mode-Detection via Median-Shift
Median-shift is a mode seeking algorithm that relies on computing the median of local neighborhoods, instead of the mean. We further combine median-shift with Locality Sensitive...
Lior Shapira, Shai Avidan, Ariel Shamir
ICDE
2007
IEEE
146views Database» more  ICDE 2007»
14 years 10 months ago
Challenges on Distributed Web Retrieval
In the ocean of Web data, Web search engines are the primary way to access content. As the data is on the order of petabytes, current search engines are very large centralized sys...
Ricardo A. Baeza-Yates, Carlos Castillo, Flavio Ju...