Marc Lelarge

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 53

Top Venues

CoRR

NIPS

ICLR

ISIT

Publications

David A. R. Robin, Kevin Scaman, Marc Lelarge
Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks. ICLR (2024)
Matthieu Blanke, Ronan Fablet, Marc Lelarge
Neural Incremental Data Assimilation. CoRR (2024)
Matthieu Blanke, Marc Lelarge
Interpretable Meta-Learning of Physical Systems. ICLR (2024)
Matthieu Blanke, Marc Lelarge
Interpretable Meta-Learning of Physical Systems. CoRR (2023)
Matthieu Blanke, Marc Lelarge
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems. CoRR (2023)
David A. R. Robin, Kevin Scaman, Marc Lelarge
Convergence beyond the over-parameterized regime using Rayleigh quotients. CoRR (2023)
Waïss Azizian, Guillaume Baudart, Marc Lelarge
Automatic Rao-Blackwellization for Sequential Monte Carlo with Belief Propagation. CoRR (2023)
Matthieu Blanke, Marc Lelarge
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems. ICML (2023)
Eric Daoud, Luca Ganassali, Antoine Baker, Marc Lelarge
SiMCa: Sinkhorn Matrix Factorization with Capacity Constraints. CoRR (2022)
David A. R. Robin, Kevin Scaman, Marc Lelarge
Periodic signal recovery with regularized sine neural networks. NeurReps (2022)
Matthieu Blanke, Marc Lelarge
Online greedy identification of linear dynamical systems. CDC (2022)
Luca Ganassali, Laurent Massoulié, Marc Lelarge
Correlation Detection in Trees for Planted Graph Alignment. ITCS (2022)
David A. R. Robin, Kevin Scaman, Marc Lelarge
Convergence beyond the over-parameterized regime using Rayleigh quotients. NeurIPS (2022)
Matthieu Blanke, Marc Lelarge
Online greedy identification of linear dynamical systems. CoRR (2022)
Luca Ganassali, Laurent Massoulié, Marc Lelarge
Impossibility of Partial Recovery in the Graph Alignment Problem. COLT (2021)
Luca Ganassali, Laurent Massoulié, Marc Lelarge
Impossibility of Partial Recovery in the Graph Alignment Problem. CoRR (2021)
Luca Ganassali, Laurent Massoulié, Marc Lelarge
Correlation detection in trees for partial graph alignment. CoRR (2021)
Waiss Azizian, Marc Lelarge
Expressive Power of Invariant and Equivariant Graph Neural Networks. ICLR (2021)
Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone, Alexandre Caulier, Marc Lelarge
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems. SLSP (2020)
Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone, Alexandre Caulier, Marc Lelarge
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems. CoRR (2020)
Waïss Azizian, Marc Lelarge
Characterizing the Expressive Power of Invariant and Equivariant Graph Neural Networks. CoRR (2020)
Alexandre Hollocou, Thomas Bonald, Marc Lelarge
Modularity-based Sparse Soft Graph Clustering. AISTATS (2019)
Marc Lelarge, Léo Miolane
Asymptotic Bayes Risk for Gaussian Mixture in a Semi-Supervised Setting. CAMSAP (2019)
Xiaoyi Chen, Nicolas Garcelon, Antoine Neuraz, Katy Billot, Marc Lelarge, Thomas Bonald, Hugo Garcia, Yoann Martin, Vincent Benoit, Marc Vincent, Hassan Faour, Maxime Douillet, Stanislas Lyonnet, Sophie Saunier, Anita Burgun
Phenotypic similarity for rare disease: Ciliopathy diagnoses and subtyping. J. Biomed. Informatics 100 (2019)
Luca Ganassali, Marc Lelarge, Laurent Massoulié
Spectral alignment of correlated Gaussian random matrices. CoRR (2019)
Marc Lelarge, Léo Miolane
Asymptotic Bayes risk for Gaussian mixture in a semi-supervised setting. CoRR (2019)
Arpan Mukhopadhyay, Nidhi Hegde, Marc Lelarge
Asymptotics of Replication and Matching in Large Caching Systems. IEEE/ACM Trans. Netw. 27 (4) (2019)
Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone, Alexandre Caulier, Marc Lelarge
Conditioned Query Generation for Task-Oriented Dialogue Systems. CoRR (2019)
Thomas Bonald, Alexandre Hollocou, Marc Lelarge
Weighted Spectral Embedding of Graphs. CoRR (2018)
Edouard Pineau, Marc Lelarge
InfoCatVAE: Representation Learning with Categorical Variational Autoencoders. CoRR (2018)
J. Barré, Marc Lelarge, Dieter Mitsche
On rigidity, orientability, and cores of random graphs with sliders. Random Struct. Algorithms 52 (3) (2018)
Emilie Kaufmann, Thomas Bonald, Marc Lelarge
A spectral algorithm with additive clustering for the recovery of overlapping communities in networks. Theor. Comput. Sci. 742 (2018)
Arpan Mukhopadhyay, Nidhi Hegde, Marc Lelarge
Optimal Content Replication and Request Matching in Large Caching Systems. INFOCOM (2018)
Thomas Bonald, Alexandre Hollocou, Marc Lelarge
Weighted Spectral Embedding of Graphs. Allerton (2018)
Jean-Baptiste Escudié, Alaa Saade, Alice Coucke, Marc Lelarge
Deep Representation for Patient Visits from Electronic Health Records. CoRR (2018)
Arpan Mukhopadhyay, Nidhi Hegde, Marc Lelarge
Optimal Content Replication and Request Matching in Large Caching Systems. CoRR (2018)
Francesco Caltagirone, Marc Lelarge, Léo Miolane
Recovering Asymmetric Communities in the Stochastic Block Model. IEEE Trans. Netw. Sci. Eng. 5 (3) (2018)
Alexandre Hollocou, Thomas Bonald, Marc Lelarge
Multiple Local Community Detection. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Alexandre Hollocou, Julien Maudet, Thomas Bonald, Marc Lelarge
A linear streaming algorithm for community detection in very large networks. CoRR (2017)
Lennart Gulikers, Marc Lelarge, Laurent Massoulié
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models. ITCS (2017)
Alexandre Hollocou, Julien Maudet, Thomas Bonald, Marc Lelarge
A Streaming Algorithm for Graph Clustering. CoRR (2017)
Thibault Lesieur, Léo Miolane, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Statistical and computational phase transitions in spiked tensor estimation. CoRR (2017)
Thibault Lesieur, Léo Miolane, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Statistical and computational phase transitions in spiked tensor estimation. ISIT (2017)
Marc Lelarge, Léo Miolane
Fundamental limits of symmetric low-rank matrix estimation. COLT (2017)
Marc Lelarge
Counting matchings in irregular bipartite graphs and random lifts. SODA (2017)
Alexandre Hollocou, Marc Lelarge, Thomas Bonald
Improving PageRank for Local Community Detection. CoRR (2016)
Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Clustering from sparse pairwise measurements. ISIT (2016)
Mehrdad Moharrami, Vijay G. Subramanian, Mingyan Liu, Marc Lelarge
Impact of Community Structure on Cascades. EC (2016)
Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová
Fast Randomized Semi-Supervised Clustering. CoRR (2016)
Lennart Gulikers, Marc Lelarge, Laurent Massoulié
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models. CoRR (2016)
Emilie Kaufmann, Thomas Bonald, Marc Lelarge
A Spectral Algorithm with Additive Clustering for the Recovery of Overlapping Communities in Networks. ALT (2016)
Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Clustering from Sparse Pairwise Measurements. CoRR (2016)
Francesco Caltagirone, Marc Lelarge, Léo Miolane
Recovering asymmetric communities in the stochastic block model. Allerton (2016)
Marc Lelarge, Florian Simatos
Special Issue: ACM SIGMETRICS 2014. Queueing Syst. Theory Appl. 81 (2-3) (2015)
Richard Combes, Mohammad Sadegh Talebi, Alexandre Proutière, Marc Lelarge
Combinatorial Bandits Revisited. NIPS (2015)
Charles Bordenave, Marc Lelarge, Laurent Massoulié
Non-backtracking spectrum of random graphs: community detection and non-regular Ramanujan graphs. CoRR (2015)
Charles Bordenave, Marc Lelarge, Laurent Massoulié
Non-backtracking Spectrum of Random Graphs: Community Detection and Non-regular Ramanujan Graphs. FOCS (2015)
Rui Wu, Jiaming Xu, Rayadurgam Srikant, Laurent Massoulié, Marc Lelarge, Bruce E. Hajek
Clustering and Inference From Pairwise Comparisons. SIGMETRICS (2015)
Richard Combes, Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi
Stochastic and Adversarial Combinatorial Bandits. CoRR (2015)
Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová
Spectral detection in the censored block model. ISIT (2015)
Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová
Spectral Detection in the Censored Block Model. CoRR (2015)
Mathieu Leconte, Marc Lelarge, Laurent Massoulié
Designing Adaptive Replication Schemes in Distributed Content Delivery Networks. International Teletraffic Congress (2015)
Marc Lelarge
Counting matchings in irregular bipartite graphs. CoRR (2015)
Lennart Gulikers, Marc Lelarge, Laurent Massoulié
A spectral method for community detection in moderately-sparse degree-corrected stochastic block models. CoRR (2015)
Se-Young Yun, Marc Lelarge, Alexandre Proutière
Fast and Memory Optimal Low-Rank Matrix Approximation. NIPS (2015)
Lennart Gulikers, Marc Lelarge, Laurent Massoulié
An Impossibility Result for Reconstruction in a Degree-Corrected Planted-Partition Model. CoRR (2015)
Marc Lelarge, Laurent Massoulié, Jiaming Xu
Reconstruction in the Labelled Stochastic Block Model. IEEE Trans. Netw. Sci. Eng. 2 (4) (2015)
Marc Lelarge, Hang Zhou
Sublinear-time algorithms for monomer-dimer systems on bounded degree graphs. Theor. Comput. Sci. 548 (2014)
Florian Bourse, Marc Lelarge, Milan Vojnovic
Balanced graph edge partition. KDD (2014)
Marc Lelarge
Loopy annealing belief propagation for vertex cover and matching: convergence, LP relaxation, correctness and Bethe approximation. CoRR (2014)
Se-Young Yun, Marc Lelarge, Alexandre Proutière
Streaming, Memory Limited Algorithms for Community Detection. NIPS (2014)
Se-Young Yun, Marc Lelarge, Alexandre Proutière
Streaming, Memory Limited Algorithms for Community Detection. CoRR (2014)
Jiaming Xu, Laurent Massoulié, Marc Lelarge
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results. COLT (2014)
A. B. Dieker, Marc Lelarge
Editorial introduction. Queueing Syst. Theory Appl. 77 (2) (2014)
Mathieu Leconte, Marc Lelarge, Laurent Massoulié
Adaptive Replication in Distributed Content Delivery Networks. CoRR (2014)
Marc Lelarge
Bypassing correlation decay for matchings with an application to XORSAT. ITW (2013)
Hamed Amini, Moez Draief, Marc Lelarge
Flooding in Weighted Sparse Random Graphs. SIAM J. Discret. Math. 27 (1) (2013)
Marc Lelarge, Hang Zhou
Sublinear-Time Algorithms for Monomer-Dimer Systems on Bounded Degree Graphs. ISAAC (2013)
Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi
Spectrum Bandit Optimization CoRR (2013)
Mathieu Leconte, Marc Lelarge, Laurent Massoulié
Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing. SODA (2013)
Marc Lelarge, Laurent Massoulié, Jiaming Xu
Reconstruction in the labeled stochastic block model. ITW (2013)
Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi
Spectrum bandit optimization. ITW (2013)
Marc Lelarge
Coordination in Network Security Games: a Monotone Comparative Statics Approach CoRR (2012)
Marc Lelarge
A new approach to the orientation of random hypergraphs. SODA (2012)
Marc Lelarge
Diffusion and cascading behavior in random networks. Games Econ. Behav. 75 (2) (2012)
Marc Lelarge
Coordination in Network Security Games: A Monotone Comparative Statics Approach. IEEE J. Sel. Areas Commun. 30 (11) (2012)
Marc Lelarge
Coordination in network security games. INFOCOM (2012)
Marc Lelarge
A new approach to the orientation of random hypergraphs CoRR (2012)
Mohsen Bayati, Marc Lelarge, Andrea Montanari
Universality in Polytope Phase Transitions and Message Passing Algorithms CoRR (2012)
Stéphane Caron, Branislav Kveton, Marc Lelarge, Smriti Bhagat
Leveraging Side Observations in Stochastic Bandits CoRR (2012)
Mohsen Bayati, Marc Lelarge, Andrea Montanari
Universality in polytope phase transitions and iterative algorithms. ISIT (2012)
Hamed Amini, Marc Lelarge
Upper Deviations for Split Times of Branching Processes. J. Appl. Probab. 49 (4) (2012)
Mathieu Leconte, Marc Lelarge, Laurent Massoulié
Bipartite graph structures for efficient balancing of heterogeneous loads. SIGMETRICS (2012)
Stéphane Caron, Branislav Kveton, Marc Lelarge, Smriti Bhagat
Leveraging Side Observations in Stochastic Bandits. UAI (2012)
Marc Lelarge, Hang Zhou
Constant-Time Algorithms for Monomer-Dimer Systems on Bounded Degree Graphs CoRR (2012)
Emilie Coupechoux, Marc Lelarge
How Clustering Affects Epidemics in Random Networks CoRR (2012)
Simon Heimlicher, Marc Lelarge, Laurent Massoulié
Community Detection in the Labelled Stochastic Block Model CoRR (2012)
Mathieu Leconte, Marc Lelarge, Laurent Massoulié
Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing CoRR (2012)
Hamed Amini, Moez Draief, Marc Lelarge
Flooding and Diameter in Weighted Random Graphs. ANALCO (2011)
Marc Lelarge
Diffusion and cascading behavior in random networks. SIGMETRICS Perform. Evaluation Rev. 39 (3) (2011)

Marc Lelarge.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marc Lelarge