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MICCAI
2007
Springer
16 years 4 months ago
Quality-Based Registration and Reconstruction of Optical Tomography Volumes
Abstract. Ultramicroscopy, a novel optical tomographic imaging modality related to fluorescence microscopy, allows to acquire cross-sectional slices of small specially prepared bio...
Wolfgang Wein, Moritz Blume, Ulrich Leischner, Han...
111
Voted
MICCAI
2004
Springer
16 years 4 months ago
In Silico Tumor Growth: Application to Glioblastomas
We propose a new model to simulate the growth of glioblastomas multiforma (GBM), the most aggressive glial tumors. This model relies upon an anatomical atlas including white fibers...
Olivier Clatz, Pierre-Yves Bondiau, Hervé D...
ICML
2005
IEEE
16 years 4 months ago
A martingale framework for concept change detection in time-varying data streams
In a data streaming setting, data points are observed one by one. The concepts to be learned from the data points may change infinitely often as the data is streaming. In this pap...
Shen-Shyang Ho
134
Voted
ICML
2004
IEEE
16 years 4 months ago
Leveraging the margin more carefully
Boosting is a popular approach for building accurate classifiers. Despite the initial popular belief, boosting algorithms do exhibit overfitting and are sensitive to label noise. ...
Nir Krause, Yoram Singer
137
Voted
ICML
2004
IEEE
16 years 4 months ago
Apprenticeship learning via inverse reinforcement learning
We consider learning in a Markov decision process where we are not explicitly given a reward function, but where instead we can observe an expert demonstrating the task that we wa...
Pieter Abbeel, Andrew Y. Ng