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130
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ICIP
2007
IEEE
16 years 5 months ago
Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media
We exploit recent advances in the physical design of fast optical systems which enable active imaging with "ballistic" light. In this modality, fast bursts of optical en...
Sina Farsiu, Peyman Milanfar
143
Voted
DAC
2007
ACM
16 years 4 months ago
Placement of 3D ICs with Thermal and Interlayer Via Considerations
Thermal problems and limitations on interlayer via densities are important design constraints on three-dimensional integrated circuits (3D ICs), and need to be considered during g...
Brent Goplen, Sachin S. Sapatnekar
146
Voted
ICML
2009
IEEE
16 years 4 months ago
More generality in efficient multiple kernel learning
Recent advances in Multiple Kernel Learning (MKL) have positioned it as an attractive tool for tackling many supervised learning tasks. The development of efficient gradient desce...
Manik Varma, Bodla Rakesh Babu
144
Voted
ICML
2003
IEEE
16 years 4 months ago
Online Convex Programming and Generalized Infinitesimal Gradient Ascent
Convex programming involves a convex set F Rn and a convex cost function c : F R. The goal of convex programming is to find a point in F which minimizes c. In online convex prog...
Martin Zinkevich
118
Voted
KDD
2006
ACM
107views Data Mining» more  KDD 2006»
16 years 4 months ago
Out-of-core frequent pattern mining on a commodity PC
In this work we focus on the problem of frequent itemset mining on large, out-of-core data sets. After presenting a characterization of existing out-of-core frequent itemset minin...
Gregory Buehrer, Srinivasan Parthasarathy, Amol Gh...