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NIPS
2008
14 years 11 months ago
On the Reliability of Clustering Stability in the Large Sample Regime
Clustering stability is an increasingly popular family of methods for performing model selection in data clustering. The basic idea is that the chosen model should be stable under...
Ohad Shamir, Naftali Tishby
IWIPS
2007
113views Business» more  IWIPS 2007»
14 years 11 months ago
Cross Cultural Study: Perception, Usage, and Adoption of Technology
The primary goal of the project was to understand the cultural similarities and differences in perception, adoption and usage of technology across three cultures (US, India and Ch...
Apala Lahiri Chavan, Beena Prabhu, Warren Greving
NIPS
2007
14 years 11 months ago
The Tradeoffs of Large Scale Learning
This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
Léon Bottou, Olivier Bousquet
CASCON
2004
129views Education» more  CASCON 2004»
14 years 11 months ago
Building predictors from vertically distributed data
Due in part to the large volume of data available today, but more importantly to privacy concerns, data are often distributed across institutional, geographical and organizational...
Sabine M. McConnell, David B. Skillicorn
BIOCOMP
2006
14 years 11 months ago
The Multi-Node Topological Overlap Measure For Gene Neighborhood Analysis
Defining the neighborhood of an initial set of nodes is an important task in network analysis. For example, we show that the neighborhood of an initial set of brain cancer related ...
Ai Li, Steve Horvath