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Jeremie Jakubowicz

Jeremie Jakubowicz
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 Institut Mines-Telecom 20 🏠 Associate members of the LINCS

Articles

Predicting stock movement direction with machine learning - An extensive study on S&P 500 stocks,
Yang Jiao, Jeremie Jakubowicz ,
BigData 2017
Complementary base station clustering for cost-effective and energy-efficient cloud-RAN,
Longbiao Chen, Linjin Liu, Xiaoliang Fan, Johnathan 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 ,
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,
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,
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,
IPOL Journal 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

Reports

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