People


Jeremie Jakubowicz

Jeremie Jakubowicz
Institution Institut Mines-Telecom
Office17
Homepage🏠
GroupFormer members of the LINCS

Articles

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, San Francisco, CA, United States, 1-7
Predicting stock movement direction with machine learning - An extensive study on S&P 500 stocks,
Yang Jiao, Jeremie Jakubowicz ,
BigData 2017, 4705-4713
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, Heidelberg, Germany, 841-852
A stochastic proximal point algorithm for total variation regularization over large scale graphs,
Adil Salim, Pascal Bianchi, Walid Hachem, Jeremie Jakubowicz ,
CDC 2016, 4490-4495
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, 100-110
FUNNRAR - Hybrid rarity/learning visual saliency,
Pierre Marighetto, I. Hadj Abdelkader, S. Duzelier, Marc Decombas, Nicolas Riche, Jeremie Jakubowicz , Matei Mancas, Bernard Gosselin, Robert Laganière,
ICIP 2016, 2782-2786
Random Pairwise Gossip on CAT(k) Metric Spaces,
Anass Bellachehab, Jeremie Jakubowicz ,
IEEE Transactions on Automatic Control 2015, 702-709
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, Beijing, China, 135-142
Inferring bike trip patterns from bike sharing system open data,
Longbiao Chen, Jeremie Jakubowicz ,
BigData 2015, Santa Clara, United States, 2898-2900
MRA-based Statistical Learning from Incomplete Rankings,
Eric Sibony, Stéphan Clémençon, Jeremie Jakubowicz ,
ICML 2015, Lille, France, 1432-1441
An entropy-based term weighting scheme and its application in e-commerce search engines,
Yang Jiao, Matthieu Cornec, Jeremie Jakubowicz ,
International Symposium on Web Algorithms 2015, Deauville, France
Multiresolution analysis of incomplete rankings with applications to prediction,
Eric Sibony, Stéphan Clémençon, Jeremie Jakubowicz,
BigData 2014, Washington, United States, 88-95
Distributed consensus for metamorphic systems using a gossip algorithm for CAT(0) metric spaces,
Anass Bellachehab, Jeremie Jakubowicz,
MAXENT 2014 : 34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering 2014, Amboise, France
Random pairwise gossip on CAT(0) metric spaces,
Anass Bellachehab, Jeremie Jakubowicz,
CDC 2014, Los Angeles, United States, 5593-5598
A Total Variation based approach for robust consensus in distributed networks,
Walid Ben-Ameur, Pascal Bianchi, Jeremie Jakubowicz,
CDC 2013, Firenze, Italy, 1690-1695
A stochastic opinion dynamics model with multiple contents,
Julio Cesar Louzada Pinto, Tijani Chahed, Jeremie Jakubowicz,
CDC 2013, Firenze, Italy, 612-617
On-line learning gossip algorithm in multi-agent systems with local decision rules,
Pascal Bianchi, Stéphan Clémençon, Gemma Morral, Jeremie Jakubowicz,
BigData 2013, 6-14
Régularisation TV pour le consensus robuste dans les systèmes distribués,
Walid Ben-Ameur, Pascal Bianchi, Jeremie Jakubowicz,
XXIVème Colloque Gretsi 2013, Brest, France
Approximation stochastique distribuée : le coût de la non-bistochasticité,
Gemma Morral, Pascal Bianchi, Gersende Fort, Jeremie Jakubowicz,
XXIVème Colloque Gretsi 2013, Brest, France
Scoring anomalies - a M-estimation formulation,
Stéphan Clémençon, Jeremie Jakubowicz,
AISTATS 2013, Scottsdale, Az, United States, 659-667
Consensus pair-à-pair asynchrone dans les variétés,
Anass Bellachehab, Pascal Bianchi, Jeremie Jakubowicz,
15èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel) 2013, Pornic, France
Random Pairwise Gossip on Hadamard manifolds,
Anass Bellachehab, Jeremie Jakubowicz,
CAMSAP 2013, 141-144
Asynchronous distributed principal component analysis using stochastic approximation,
Gemma Morral, Pascal Bianchi, Jeremie Jakubowicz,
CDC 2012, 1398-1403
Gossip-based distributed stochastic approximation: The price of non-double stochasticity,
Pascal Bianchi, Gersende Fort, Jeremie Jakubowicz, Gemma Morral,
Signals, Systems and Computers (ASILOMAR) 2012, United States
On-line gossip-based distributed expectation maximization algorithm,
Gemma Morral, Pascal Bianchi, Jeremie Jakubowicz,
SSP 2012, 305-308
Distributed stochastic approximation - The price of non-double stochasticity,
Gemma Morral, Pascal Bianchi, Gersende Fort, Jeremie Jakubowicz,
ASILOMAR '12 : IEEE Fourthy Six Asilomar Conference on Signals, Systems, and Computers 2012, Pacific Grove, Pa, United States, 1473-1477
Robust average consensus using Total Variation Gossip Algorithm,
Walid Ben-Ameur, Pascal Bianchi, Jeremie Jakubowicz,
ValueTools '12 : 6th International Conference on Performance Evaluation Methodologies and Tools 2012, Cargèse, France, 99-106
New broadcast based distributed averaging algorithm over wireless sensor networks,
Franck Iutzeler, Philippe Ciblat, Walid Hachem, Jeremie Jakubowicz,
ICASSP '12 : IEEE International Conference on Acoustics, Speech and Signal Processing 2012, Kyoto, Japan, 3117-3120
A new broadcast based averaging algorithm over wireless sensor networks,
Franck Iutzeler, Philippe Ciblat, Walid Hachem, Jeremie Jakubowicz,
37-th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2012, Japan
Distributed estimation of the maximum value over a Wireless Sensor Network,
Franck Iutzeler, Jeremie Jakubowicz, Walid Hachem, Philippe Ciblat,
ASILOMAR '11 : The Forty Fifth Asilomar Conference on Signals, Systems and Computers 2011, Pacific Grove, Ca, United States, 62-66
Distributed convex stochastic optimization under few constraints in large networks,
Romain Couillet, Pascal Bianchi, Jeremie Jakubowicz,
CAMSAP 2011, San Juan, Puerto Rico, 289-292
Clustering Rankings in the Fourier Domain,
Stéphan Clémençon, Romaric Gaudel, Jeremie Jakubowicz,
ECML/PKDD 2011, Athènes, Greece, 343-358
Estimation distribuée du maximum dans un réseau de capteurs,
Franck Iutzeler, Philippe Ciblat, Walid Hachem, Jeremie Jakubowicz,
XXIIIe Colloque GRETSI 2011, Bordeaux, France
Performance analysis of a distributed Robbins-Monro algorithm for sensor networks,
Pascal Bianchi, Gersende Fort, Walid Hachem, Jeremie Jakubowicz,
EUSIPCO 2011, 1030-1034
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, 3764-3767
Distributed stochastic approximation for constrained and unconstrained optimization,
Pascal Bianchi, Jeremie Jakubowicz,
VALUETOOLS 2011, 227-233
Improved segmentation in polarimetric SAR images,
Jeremie Jakubowicz, Frédéric Pascal, Jean-Philippe Ovarlez,
2nd SONDRA Workshop 2010, Cargèse, France
Kantorovich Distances between Rankings with Applications to Rank Aggregation,
Stéphan Clémençon, Jeremie Jakubowicz,
ECML/PKDD 2010, 248-263
Multisegment Detection,
Rafael Grompone von Gioi, Jeremie Jakubowicz, Gregory Randall,
ICIP 2007, 253-256

Journal articles

Fine-Grained Urban Event Detection and Characterization Based on Tensor Cofactorization,
Longbiao Chen, Jeremie Jakubowicz , Dingqi Yang, Daqing Zhang, Gang Pan,
IEEE Transactions on Human-Machine Systems 2017, 380-391
Understanding bike trip patterns leveraging bike sharing system open data,
Longbiao Chen, Xiaojuan Ma, Thi Mai Trang Nguyen, Gang Pan, Jeremie Jakubowicz ,
Frontiers of Computer Science 2017, 38-48
Robust Distributed Consensus Using Total Variation,
Walid Ben-Ameur, Pascal Bianchi, Jeremie Jakubowicz ,
IEEE Transactions on Automatic Control 2016, 1550-1564
Random Pairwise Gossip on CATκ Metric Spaces,
Anass Bellachehab, Jeremie Jakubowicz ,
IEEE Trans. Automat. Contr. 2016, 3857-3869
Adaptive Learning Vector Quantization for Online Parametric Estimation,
Pascal Bianchi, Jeremie Jakubowicz,
IEEE Transactions on Signal Processing 2013, 3119-3128
Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization,
Pascal Bianchi, Jeremie Jakubowicz,
IEEE Transactions on Automatic Control 2013, 391-405
Aircraft classification with a low resolution infrared sensor,
Sidonie Lefebvre, Stéphanie Allassonnière, Jeremie Jakubowicz, Thomas Lasne, Eric Moulines,
Machine Vision and Applications 2013, 175-186
Classification of Periodic Activities Using the Wasserstein Distance,
Laurent Oudre, Jeremie Jakubowicz, Pascal Bianchi, Chantal Simon,
IEEE Transactions on Biomedical Engineering 2012, 1610-1619
Detecting Aircraft With a Low-Resolution Infrared Sensor,
Jeremie Jakubowicz, Sidonie Lefebvre, Florian Maire, Eric Moulines,
IEEE Transactions on Image Processing 2012, 3034-3041
Analysis of Max-Consensus Algorithms in Wireless Channels,
Franck Iutzeler, Philippe Ciblat, Jeremie Jakubowicz,
IEEE Transactions on Signal Processing 2012, 6103-6107
LSD - a Line Segment Detector,
Rafael Grompone von Gioi, Jeremie Jakubowicz, Jean-Michel Morel, Gregory Randall,
IPOL Journal 2012, 35-55
Linear Precoders for the Detection of a Gaussian Process in Wireless Sensors Networks,
Pascal Bianchi, Jeremie Jakubowicz, François Roueff,
IEEE Transactions on Signal Processing 2011, 882-894
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, 722-732
On Straight Line Segment Detection,
Rafael Grompone von Gioi, Jeremie Jakubowicz, Jean-Michel Morel, Gregory Randall,
Journal of Mathematical Imaging and Vision 2008, 313-347

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, François Roueff,
CoRR 2010

Misc

A Multiresolution Analysis Framework for the Statistical Analysis of Incomplete Rankings,
Eric Sibony, Stéphan Clémençon, Jeremie Jakubowicz ,
2016
Multiresolution Analysis of Incomplete Rankings,
Stéphan Clémençon, Jeremie Jakubowicz, Eric Sibony,
2014