Exploration–exploitation tradeoff using variance estimates in multi-armed bandits
Audibert, Jean-Yves, Munos, Rémi, Szepesvári, Csaba
Published in Theoretical computer science (28.04.2009)
Published in Theoretical computer science (28.04.2009)
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Journal Article
General Road Detection From a Single Image
Hui Kong, Audibert, Jean-Yves, Ponce, Jean
Published in IEEE transactions on image processing (01.08.2010)
Published in IEEE transactions on image processing (01.08.2010)
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Journal Article
Context-Dependent Kernels for Object Classification
Sahbi, H, Audibert, J, Keriven, R
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2011)
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2011)
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Journal Article
Density-aware person detection and tracking in crowds
Rodriguez, M., Laptev, I., Sivic, J., Audibert, J.-Y
Published in 2011 International Conference on Computer Vision (01.11.2011)
Published in 2011 International Conference on Computer Vision (01.11.2011)
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Conference Proceeding
From Graphs to Manifolds – Weak and Strong Pointwise Consistency of Graph Laplacians
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Book Chapter
Conference Proceeding
Detecting Abandoned Objects With a Moving Camera
Hui Kong, Audibert, Jean-Yves, Ponce, Jean
Published in IEEE transactions on image processing (01.08.2010)
Published in IEEE transactions on image processing (01.08.2010)
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Journal Article
Data-driven crowd analysis in videos
Rodriguez, M., Sivic, J., Laptev, I., Audibert, J-Y
Published in 2011 International Conference on Computer Vision (01.11.2011)
Published in 2011 International Conference on Computer Vision (01.11.2011)
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Conference Proceeding
Some links between extremum spanning forests, watersheds and min-cuts
Allène, Cédric, Audibert, Jean-Yves, Couprie, Michel, Keriven, Renaud
Published in Image and vision computing (01.10.2010)
Published in Image and vision computing (01.10.2010)
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Journal Article
Vanishing point detection for road detection
Hui Kong, Audibert, Jean-Yves, Ponce, Jean
Published in 2009 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2009)
Published in 2009 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2009)
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Conference Proceeding
Segmentation by transduction
Duchenne, Olivier, Audibert, Jean-Yves, Keriven, Renaud, Ponce, Jean, Segonne, Florent
Published in 2008 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2008)
Published in 2008 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2008)
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Conference Proceeding
A Randomized Online Learning Algorithm for Better Variance Control
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Book Chapter
Conference Proceeding
Optimization for Machine Learning
Sra, Suvrit, Nowozin, Sebastian, Wright, Stephen J, Bach, Francis, Jenatton, Rodolphe, Mairal, Julien, Obozinski, Guillaume, Andersen, Martin, Dahl, Joachim, Liu, Zhang
Year of Publication 2012
Year of Publication 2012
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eBook
Manifold learning using robust Graph Laplacian for interactive image search
Sahbi, H., Etyngier, P., Audibert, J.-Y., Keriven, R.
Published in 2008 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2008)
Published in 2008 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2008)
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Conference Proceeding
Network-dependent kernels for image ranking
Sahbi, H, Audibert, J
Published in 2010 IEEE International Conference on Image Processing (01.09.2010)
Published in 2010 IEEE International Conference on Image Processing (01.09.2010)
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Conference Proceeding
Graph laplacian for interactive image retrieval
Sahbi, H., Etyngier, P., Audibert, J.-Y., Keriven, R.
Published in 2008 IEEE International Conference on Acoustics, Speech and Signal Processing (01.03.2008)
Published in 2008 IEEE International Conference on Acoustics, Speech and Signal Processing (01.03.2008)
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Conference Proceeding