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ICML
2006
IEEE
15 years 11 months ago
Pruning in ordered bagging ensembles
We present a novel ensemble pruning method based on reordering the classifiers obtained from bagging and then selecting a subset for aggregation. Ordering the classifiers generate...
Alberto Suárez, Gonzalo Martínez-Mu&...
ICML
2005
IEEE
15 years 11 months ago
Dynamic preferences in multi-criteria reinforcement learning
The current framework of reinforcement learning is based on maximizing the expected returns based on scalar rewards. But in many real world situations, tradeoffs must be made amon...
Sriraam Natarajan, Prasad Tadepalli
69
Voted
CHI
2006
ACM
15 years 11 months ago
Incompatible BLOCK: wonders accompanied interface
For interface design, improving user curiosity is important, as is intuitiveness and intelligibility. We think the wonder of 2D property input becoming 3D, as expected by the user...
Jun Fujiki, Taketoshi Ushiama, Kiyoshi Tomimatsu

Publication
350views
15 years 11 months ago
Probabilistic Parameter Selection for Learning Scene Structure from Video
We present an online learning approach for robustly combining unreliable observations from a pedestrian detector to estimate the rough 3D scene geometry from video sequences of a...
Michael D. Breitenstein, Eric Sommerlade, Bastian ...
ICCAD
2002
IEEE
81views Hardware» more  ICCAD 2002»
15 years 8 months ago
Making Fourier-envelope simulation robust
Fourier-envelope algorithms are an important component of the mixed-signal/RF verification toolbox. In this paper, we address the unpredictability and lack of robustness that has...
Jaijeet S. Roychowdhury