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hal-01223973v1  Communication dans un congrès
Puneet Kumar DokaniaM. Pawan KumarParsimonious Labeling
ICCV 2015 - International Conference on Computer Vision 2015, Dec 2015, Santiago, Chile. 2015
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hal-01223968v1  Communication dans un congrès
Diane BouchacourtSebastian NowozinM. Pawan KumarEntropy-based Latent Structured Output Prediction
International Conference on Computer Vision (ICCV), Dec 2015, Santiago, Chile. 2015
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hal-00856020v1  Communication dans un congrès
Pierre-Yves BaudinDanny GoodmanPuneet KumarNoura AzzabouPierre G. Carlier et al.  Discriminative Parameter Estimation for Random Walks Segmentation
16th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2013, Sep 2013, Nagoya, Japan. 8p, 2013
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hal-00773605v1  Communication dans un congrès
M. Pawan KumarBen PackerDaphne KollerMODELING LATENT VARIABLE UNCERTAINTY FOR LOSS-BASED LEARNING
ICML, Jun 2012, Edinburgh, United Kingdom. 2012
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hal-00984699v1  Communication dans un congrès
Aseem BehlC.V. JawaharM. Pawan KumarOptimizing Average Precision using Weakly Supervised Data
CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 2014, Columbus, Ohio, United States. 2014
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hal-00803981v2  Communication dans un congrès
Wojciech ZarembaM. Pawan KumarAlexandre GramfortMatthew BlaschkoLearning from M/EEG data with variable brain activation delays
International Conference on Information Processing in Medical Imaging, Jun 2013, Asilomar, United States. 2013
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hal-01069917v1  Communication dans un congrès
Pritish MohapatraC. V. JawaharM. Pawan KumarEfficient Optimization for Average Precision SVM
NIPS - Advances in Neural Information Processing Systems, 2014, Montreal, Canada. 2014
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tel-00943602v2  HDR
M. Pawan KumarWeakly Supervised Learning for Structured Output Prediction
Machine Learning [cs.LG]. École normale supérieure de Cachan - ENS Cachan, 2013
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hal-01069910v1  Communication dans un congrès
M. Pawan KumarRounding-based Moves for Metric Labeling
NIPS - Advances in Neural Information Processing Systems, 2014, Montreal, Canada. 2014
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hal-00773602v1  Communication dans un congrès
Kevin MillerM. Pawan KumarBen PackerDanny GoodmanDaphne KollerMAX-MARGIN MIN-ENTROPY MODELS
AISTATS, Apr 2012, La Palma, Spain. 2012