People


Jeremie Jakubowicz

Jeremie Jakubowicz
Institution: 
■ Institut Mines-Telecom
Office: 
20
Homepage: 
🏠
Groups: 
Former member of the LINCS

Articles

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Predicting stock movement direction with machine learning: An extensive study on S&P 500 stocks,
Yang Jiao, Jeremie Jakubowicz ■,
IEEE BigData 2017
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Complementary base station clustering for cost-effective and energy-efficient cloud-RAN,
Longbiao Chen, Linjin Liu, Xiaoliang Fan, Jonathan Li, Cheng Wang, Gang Pan, Jeremie Jakubowicz ■, Thi Mai Trang Nguyen ■,
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017
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A stochastic proximal point algorithm for total variation regularization over large scale graphs,
Adil Salim, Pascal Bianchi, Walid Hachem, Jeremie Jakubowicz ■,
CDC 2016
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Reranking Strategies Based on Fine-Grained Business User Events Benchmarked on a Large E-commerce Data Set,
Yang Jiao, Bruno Goutorbe, Matthieu Cornec, Jeremie Jakubowicz ■, Christelle Grauer, Sebastien Romano, Maxime Danini,
EC-Web 2016
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Dynamic cluster-based over-demand prediction in bike sharing systems,
Longbiao Chen, Daqing Zhang, Leye Wang, Dingqi Yang, Xiaojuan Ma, Shijian Li, Zhaohui Wu, Gang Pan, Thi Mai Trang Nguyen ■, Jeremie Jakubowicz ■,
UbiComp 2016
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FUNNRAR: Hybrid rarity/learning visual saliency,
Pierre Marighetto, Hadj Abdelkader, Duzelier, Marc Decombas, Nicolas Riche, Jeremie Jakubowicz ■, Matei Mancas, Bernard Gosselin, Robert Laganiere,
ICIP 2016
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Inferring bike trip patterns from bike sharing system open data,
Longbiao Chen, Jeremie Jakubowicz ■,
IEEE BigData 2015
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Random Pairwise Gossip on CAT(k) Metric Spaces,
Anass Bellachehab, Jeremie Jakubowicz ■,
GSI 2015
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MRA-based Statistical Learning from Incomplete Rankings,
Eric Sibony, Stephan Clemencon, Jeremie Jakubowicz ■,
ICML 2015
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Sensing the Pulse of Urban Activity Centers Leveraging Bike Sharing Open Data,
Longbiao Chen, Dingqi Yang, Jeremie Jakubowicz ■, Gang Pan, Daqing Zhang, Shijian Li,
UIC/ATC/ScalCom 2015
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Multiresolution analysis of incomplete rankings with applications to prediction,
Eric Sibony, Stephan Clemencon, Jeremie Jakubowicz,
IEEE BigData 2014
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Random pairwise gossip on CAT(0) metric spaces,
Anass Bellachehab, Jeremie Jakubowicz,
CDC 2014
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Scoring anomalies: a M-estimation formulation,
Stephan Clemencon, Jeremie Jakubowicz,
AISTATS 2013
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On-line learning gossip algorithm in multi-agent systems with local decision rules,
Pascal Bianchi, Stephan Clemencon, Gemma Morral, Jeremie Jakubowicz,
IEEE BigData 2013
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Random Pairwise Gossip on Hadamard manifolds,
Anass Bellachehab, Jeremie Jakubowicz,
CAMSAP 2013
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A Total Variation based approach for robust consensus in distributed networks,
Walid Ben Ameur, Pascal Bianchi, Jeremie Jakubowicz,
CDC 2013
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A stochastic opinion dynamics model with multiple contents,
Julio Cesar Louzada Pinto, Tijani Chahed, Jeremie Jakubowicz,
CDC 2013
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Distributed stochastic approximation: The price of non-double stochasticity,
Gemma Morral, Pascal Bianchi, Gersende Fort, Jeremie Jakubowicz,
ACSCC 2012
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Asynchronous distributed principal component analysis using stochastic approximation,
Gemma Morral, Pascal Bianchi, Jeremie Jakubowicz,
CDC 2012
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New broadcast based distributed averaging algorithm over wireless sensor networks,
Franck Iutzeler, Philippe Ciblat, Walid Hachem, Jeremie Jakubowicz,
ICASSP 2012
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On-line gossip-based distributed expectation maximization algorithm,
Gemma Morral, Pascal Bianchi, Jeremie Jakubowicz,
SSP 2012
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Robust average consensus using Total Variation Gossip Algorithm,
Walid Ben Ameur, Pascal Bianchi, Jeremie Jakubowicz,
VALUETOOLS 2012
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Distributed estimation of the maximum value over a Wireless Sensor Network,
Franck Iutzeler, Jeremie Jakubowicz, Walid Hachem, Philippe Ciblat,
ACSCC 2011
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Distributed convex stochastic optimization under few constraints in large networks,
Romain Couillet, Pascal Bianchi, Jeremie Jakubowicz,
CAMSAP 2011
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Performance analysis of a distributed Robbins-Monro algorithm for sensor networks,
Pascal Bianchi, Gersende Fort, Walid Hachem, Jeremie Jakubowicz,
EUSIPCO 2011
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Convergence of a distributed parameter estimator for sensor networks with local averaging of the estimates,
Pascal Bianchi, Gersende Fort, Walid Hachem, Jeremie Jakubowicz,
ICASSP 2011
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Clustering Rankings in the Fourier Domain,
Stephan Clemencon, Romaric Gaudel, Jeremie Jakubowicz,
ECML/PKDD 2011
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Distributed stochastic approximation for constrained and unconstrained optimization,
Pascal Bianchi, Jeremie Jakubowicz,
VALUETOOLS 2011
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On the Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm,
Pascal Bianchi, Jeremie Jakubowicz,
CoRR 2011
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Kantorovich Distances between Rankings with Applications to Rank Aggregation,
Stephan Clemencon, Jeremie Jakubowicz,
ECML/PKDD 2010
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Neyman-Pearson Detection of a Gaussian Source using Dumb Wireless Sensors,
Pascal Bianchi, Jeremie Jakubowicz, Francois Roueff,
CoRR 2010
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Multisegment Detection,
Rafael Grompone Von Gioi, Jeremie Jakubowicz, Gregory Randall,
ICIP 2007

Journal articles

⇣
Understanding bike trip patterns leveraging bike sharing system open data,
Longbiao Chen, Xiaojuan Ma, Thi Mai Trang Nguyen ■, Gang Pan, Jeremie Jakubowicz ■,
Frontiers Comput. Sci. 2017
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Fine-Grained Urban Event Detection and Characterization Based on Tensor Cofactorization,
Longbiao Chen, Jeremie Jakubowicz ■, Dingqi Yang, Daqing Zhang, Gang Pan,
IEEE Trans. Hum. Mach. Syst. 2017
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Random Pairwise Gossip on CATκ Metric Spaces,
Anass Bellachehab, Jeremie Jakubowicz ■,
IEEE Trans. Autom. Control. 2016
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Robust Distributed Consensus Using Total Variation,
Walid Ben Ameur, Pascal Bianchi, Jeremie Jakubowicz ■,
IEEE Trans. Autom. Control. 2016
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Aircraft classification with a low resolution infrared sensor,
Sidonie Lefebvre, Stephanie Allassonniere, Jeremie Jakubowicz, Thomas Lasne, Eric Moulines,
Mach. Vis. Appl. 2013
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Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization,
Pascal Bianchi, Jeremie Jakubowicz,
IEEE Trans. Autom. Control. 2013
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Adaptive Learning Vector Quantization for Online Parametric Estimation,
Pascal Bianchi, Jeremie Jakubowicz,
IEEE Trans. Signal Process. 2013
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LSD: a Line Segment Detector,
Rafael Grompone Von Gioi, Jeremie Jakubowicz, Jean Michel Morel, Gregory Randall,
Image Process. Line 2012
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Classification of Periodic Activities Using the Wasserstein Distance,
Laurent Oudre, Jeremie Jakubowicz, Pascal Bianchi, Chantal Simon,
IEEE Trans. Biomed. Eng. 2012
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Detecting Aircraft With a Low-Resolution Infrared Sensor,
Jeremie Jakubowicz, Sidonie Lefebvre, Florian Maire, Eric Moulines,
IEEE Trans. Image Process. 2012
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Analysis of Max-Consensus Algorithms in Wireless Channels,
Franck Iutzeler, Philippe Ciblat, Jeremie Jakubowicz,
IEEE Trans. Signal Process. 2012
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Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks,
Pascal Bianchi, Jeremie Jakubowicz, Francois Roueff,
IEEE Trans. Signal Process. 2011
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LSD: A Fast Line Segment Detector with a False Detection Control,
Rafael Grompone Von Gioi, Jeremie Jakubowicz, Jean Michel Morel, Gregory Randall,
IEEE Trans. Pattern Anal. Mach. Intell. 2010
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On Straight Line Segment Detection,
Rafael Grompone Von Gioi, Jeremie Jakubowicz, Jean Michel Morel, Gregory Randall,
J. Math. Imaging Vis. 2008
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