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TPHOL
2009
IEEE
13 years 11 months ago
Without Loss of Generality
John Harrison
ICML
2010
IEEE
13 years 5 months ago
Projection Penalties: Dimension Reduction without Loss
Dimension reduction is popular for learning predictive models in high-dimensional spaces. It can highlight the relevant part of the feature space and avoid the curse of dimensiona...
Yi Zhang 0010, Jeff Schneider
RECOMB
1998
Springer
13 years 8 months ago
Alignments without low-scoring regions
Given a strong match between regions of two sequences, how far can the match be meaningfully extended if gaps are allowed in the resulting alignment? The aim is to avoid searching...
Zheng Zhang 0004, Piotr Berman, Webb Miller
SDM
2008
SIAM
150views Data Mining» more  SDM 2008»
13 years 6 months ago
A Stagewise Least Square Loss Function for Classification
This paper presents a stagewise least square (SLS) loss function for classification. It uses a least square form within each stage to approximate a bounded monotonic nonconvex los...
Shuang-Hong Yang, Bao-Gang Hu
VTC
2007
IEEE
13 years 11 months ago
Spatial Opportunity for Cognitive Radio Systems with Heterogeneous Path Loss Conditions
— In this paper, the possibility for a short–range cognitive radio (secondary communication system) to be located within the service area of the primary system is discussed. Al...
Kentaro Nishimori, Rocco Di Taranto, Hiroyuki Yomo...