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Jeremie Jakubowicz

Jeremie Jakubowicz
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0 ■ Institut Mines-Telecom20🏠Former members of the LINCS

s

⇣ Predicting stock movement direction with machine learning: An extensive study on S&P 500 stocks,
Yang Jiao, Jeremie Jakubowicz ■,
IEEE BigData 2017
⇣ 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
⇣ A stochastic proximal point algorithm for total variation regularization over large scale graphs,
Adil Salim, Pascal Bianchi, Walid Hachem, Jeremie Jakubowicz ■,
CDC 2016
⇣ 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
⇣ 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
⇣ 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
⇣ Inferring bike trip patterns from bike sharing system open data,
Longbiao Chen, Jeremie Jakubowicz ■,
IEEE BigData 2015
⇣ Random Pairwise Gossip on CAT(k) Metric Spaces,
Anass Bellachehab, Jeremie Jakubowicz ■,
GSI 2015
⇣ MRA-based Statistical Learning from Incomplete Rankings,
Eric Sibony, Stephan Clemencon, Jeremie Jakubowicz ■,
ICML 2015
⇣ 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
⇣ Multiresolution analysis of incomplete rankings with applications to prediction,
Eric Sibony, Stephan Clemencon, Jeremie Jakubowicz,
IEEE BigData 2014
⇣ Random pairwise gossip on CAT(0) metric spaces,
Anass Bellachehab, Jeremie Jakubowicz,
CDC 2014
⇣ Scoring anomalies: a M-estimation formulation,
Stephan Clemencon, Jeremie Jakubowicz,
AISTATS 2013
⇣ On-line learning gossip algorithm in multi-agent systems with local decision rules,
Pascal Bianchi, Stephan Clemencon, Gemma Morral, Jeremie Jakubowicz,
IEEE BigData 2013
⇣ Random Pairwise Gossip on Hadamard manifolds,
Anass Bellachehab, Jeremie Jakubowicz,
CAMSAP 2013
⇣ A Total Variation based approach for robust consensus in distributed networks,
Walid Ben Ameur, Pascal Bianchi, Jeremie Jakubowicz,
CDC 2013
⇣ A stochastic opinion dynamics model with multiple contents,
Julio Cesar Louzada Pinto, Tijani Chahed, Jeremie Jakubowicz,
CDC 2013
⇣ Distributed stochastic approximation: The price of non-double stochasticity,
Gemma Morral, Pascal Bianchi, Gersende Fort, Jeremie Jakubowicz,
ACSCC 2012
⇣ Asynchronous distributed principal component analysis using stochastic approximation,
Gemma Morral, Pascal Bianchi, Jeremie Jakubowicz,
CDC 2012
⇣ New broadcast based distributed averaging algorithm over wireless sensor networks,
Franck Iutzeler, Philippe Ciblat, Walid Hachem, Jeremie Jakubowicz,
ICASSP 2012
⇣ On-line gossip-based distributed expectation maximization algorithm,
Gemma Morral, Pascal Bianchi, Jeremie Jakubowicz,
SSP 2012
⇣ Robust average consensus using Total Variation Gossip Algorithm,
Walid Ben Ameur, Pascal Bianchi, Jeremie Jakubowicz,
VALUETOOLS 2012
⇣ Distributed estimation of the maximum value over a Wireless Sensor Network,
Franck Iutzeler, Jeremie Jakubowicz, Walid Hachem, Philippe Ciblat,
ACSCC 2011
⇣ Distributed convex stochastic optimization under few constraints in large networks,
Romain Couillet, Pascal Bianchi, Jeremie Jakubowicz,
CAMSAP 2011
⇣ Performance analysis of a distributed Robbins-Monro algorithm for sensor networks,
Pascal Bianchi, Gersende Fort, Walid Hachem, Jeremie Jakubowicz,
EUSIPCO 2011
⇣ 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
⇣ Clustering Rankings in the Fourier Domain,
Stephan Clemencon, Romaric Gaudel, Jeremie Jakubowicz,
ECML/PKDD 2011
⇣ Distributed stochastic approximation for constrained and unconstrained optimization,
Pascal Bianchi, Jeremie Jakubowicz,
VALUETOOLS 2011
⇣ Kantorovich Distances between Rankings with Applications to Rank Aggregation,
Stephan Clemencon, Jeremie Jakubowicz,
ECML/PKDD 2010
⇣ 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
⇣ 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
⇣ Random Pairwise Gossip on CATκ Metric Spaces,
Anass Bellachehab, Jeremie Jakubowicz ■,
IEEE Trans. Autom. Control. 2016
⇣ Robust Distributed Consensus Using Total Variation,
Walid Ben Ameur, Pascal Bianchi, Jeremie Jakubowicz ■,
IEEE Trans. Autom. Control. 2016
⇣ Aircraft classification with a low resolution infrared sensor,
Sidonie Lefebvre, Stephanie Allassonniere, Jeremie Jakubowicz, Thomas Lasne, Eric Moulines,
Mach. Vis. Appl. 2013
⇣ Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization,
Pascal Bianchi, Jeremie Jakubowicz,
IEEE Trans. Autom. Control. 2013
⇣ Adaptive Learning Vector Quantization for Online Parametric Estimation,
Pascal Bianchi, Jeremie Jakubowicz,
IEEE Trans. Signal Process. 2013
⇣ LSD: a Line Segment Detector,
Rafael Grompone Von Gioi, Jeremie Jakubowicz, Jean Michel Morel, Gregory Randall,
Image Process. Line 2012
⇣ Classification of Periodic Activities Using the Wasserstein Distance,
Laurent Oudre, Jeremie Jakubowicz, Pascal Bianchi, Chantal Simon,
IEEE Trans. Biomed. Eng. 2012
⇣ Detecting Aircraft With a Low-Resolution Infrared Sensor,
Jeremie Jakubowicz, Sidonie Lefebvre, Florian Maire, Eric Moulines,
IEEE Trans. Image Process. 2012
⇣ Analysis of Max-Consensus Algorithms in Wireless Channels,
Franck Iutzeler, Philippe Ciblat, Jeremie Jakubowicz,
IEEE Trans. Signal Process. 2012
⇣ Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks,
Pascal Bianchi, Jeremie Jakubowicz, Francois Roueff,
IEEE Trans. Signal Process. 2011
⇣ 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
⇣ On Straight Line Segment Detection,
Rafael Grompone Von Gioi, Jeremie Jakubowicz, Jean Michel Morel, Gregory Randall,
J. Math. Imaging Vis. 2008

Misc

⇣ On the Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm,
Pascal Bianchi, Jeremie Jakubowicz,
CoRR 2011
⇣ Neyman-Pearson Detection of a Gaussian Source using Dumb Wireless Sensors,
Pascal Bianchi, Jeremie Jakubowicz, Francois Roueff,
CoRR 2010