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2020 – today
- 2024
[c58]Matthieu Blanke, Marc Lelarge:
Interpretable Meta-Learning of Physical Systems. ICLR 2024- [c57]David A. R. Robin, Kevin Scaman, Marc Lelarge:
Random Sparse Lifts: Construction, Analysis and Convergence of finite sparse networks. ICLR 2024 - [i46]Matthieu Blanke, Ronan Fablet, Marc Lelarge:
Neural Incremental Data Assimilation. CoRR abs/2406.15076 (2024) - 2023
- [c56]Matthieu Blanke, Marc Lelarge:
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems. ICML 2023: 2577-2591 - [i45]David A. R. Robin, Kevin Scaman, Marc Lelarge:
Convergence beyond the over-parameterized regime using Rayleigh quotients. CoRR abs/2301.08117 (2023) - [i44]Matthieu Blanke, Marc Lelarge:
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems. CoRR abs/2304.13426 (2023) - [i43]Matthieu Blanke, Marc Lelarge:
Interpretable Meta-Learning of Physical Systems. CoRR abs/2312.00477 (2023) - [i42]Waïss Azizian, Guillaume Baudart, Marc Lelarge:
Automatic Rao-Blackwellization for Sequential Monte Carlo with Belief Propagation. CoRR abs/2312.09860 (2023) - 2022
- [c55]Matthieu Blanke, Marc Lelarge:
Online greedy identification of linear dynamical systems. CDC 2022: 5363-5368 - [c54]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Correlation Detection in Trees for Planted Graph Alignment. ITCS 2022: 74:1-74:8 - [c53]David A. R. Robin, Kevin Scaman, Marc Lelarge:
Periodic signal recovery with regularized sine neural networks. NeurReps 2022: 98-110 - [c52]David A. R. Robin, Kevin Scaman, Marc Lelarge:
Convergence beyond the over-parameterized regime using Rayleigh quotients. NeurIPS 2022 - [i41]Eric Daoud, Luca Ganassali, Antoine Baker, Marc Lelarge:
SiMCa: Sinkhorn Matrix Factorization with Capacity Constraints. CoRR abs/2203.10107 (2022) - [i40]Matthieu Blanke, Marc Lelarge:
Online greedy identification of linear dynamical systems. CoRR abs/2204.06375 (2022) - 2021
- [c51]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Impossibility of Partial Recovery in the Graph Alignment Problem. COLT 2021: 2080-2102 - [c50]Waïss Azizian, Marc Lelarge:
Expressive Power of Invariant and Equivariant Graph Neural Networks. ICLR 2021 - [i39]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Impossibility of Partial Recovery in the Graph Alignment Problem. CoRR abs/2102.02685 (2021) - [i38]Luca Ganassali, Laurent Massoulié, Marc Lelarge:
Correlation detection in trees for partial graph alignment. CoRR abs/2107.07623 (2021) - 2020
- [c49]Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone, Alexandre Caulier, Marc Lelarge:
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems. SLSP 2020: 23-34 - [i37]Waïss Azizian, Marc Lelarge:
Characterizing the Expressive Power of Invariant and Equivariant Graph Neural Networks. CoRR abs/2006.15646 (2020) - [i36]Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone, Alexandre Caulier, Marc Lelarge:
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems. CoRR abs/2011.02143 (2020)
2010 – 2019
- 2019
- [j22]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) - [j21]Arpan Mukhopadhyay, Nidhi Hegde, Marc Lelarge:
Asymptotics of Replication and Matching in Large Caching Systems. IEEE/ACM Trans. Netw. 27(4): 1657-1668 (2019) - [c48]Alexandre Hollocou, Thomas Bonald, Marc Lelarge:
Modularity-based Sparse Soft Graph Clustering. AISTATS 2019: 323-332 - [c47]Marc Lelarge, Léo Miolane:
Asymptotic Bayes Risk for Gaussian Mixture in a Semi-Supervised Setting. CAMSAP 2019: 639-643 - [i35]Marc Lelarge, Léo Miolane:
Asymptotic Bayes risk for Gaussian mixture in a semi-supervised setting. CoRR abs/1907.03792 (2019) - [i34]Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone, Alexandre Caulier, Marc Lelarge:
Conditioned Query Generation for Task-Oriented Dialogue Systems. CoRR abs/1911.03698 (2019) - [i33]Luca Ganassali, Marc Lelarge, Laurent Massoulié:
Spectral alignment of correlated Gaussian random matrices. CoRR abs/1912.00231 (2019) - 2018
- [j20]J. Barré, Marc Lelarge, Dieter Mitsche:
On rigidity, orientability, and cores of random graphs with sliders. Random Struct. Algorithms 52(3): 419-453 (2018) - [j19]Emilie Kaufmann, Thomas Bonald, Marc Lelarge:
A spectral algorithm with additive clustering for the recovery of overlapping communities in networks. Theor. Comput. Sci. 742: 3-26 (2018) - [j18]Francesco Caltagirone, Marc Lelarge, Léo Miolane:
Recovering Asymmetric Communities in the Stochastic Block Model. IEEE Trans. Netw. Sci. Eng. 5(3): 237-246 (2018) - [c46]Thomas Bonald, Alexandre Hollocou, Marc Lelarge:
Weighted Spectral Embedding of Graphs. Allerton 2018: 494-501 - [c45]Arpan Mukhopadhyay, Nidhi Hegde, Marc Lelarge:
Optimal Content Replication and Request Matching in Large Caching Systems. INFOCOM 2018: 288-296 - [i32]Arpan Mukhopadhyay, Nidhi Hegde, Marc Lelarge:
Optimal Content Replication and Request Matching in Large Caching Systems. CoRR abs/1801.02889 (2018) - [i31]Jean-Baptiste Escudié, Alaa Saade, Alice Coucke, Marc Lelarge:
Deep Representation for Patient Visits from Electronic Health Records. CoRR abs/1803.09533 (2018) - [i30]Edouard Pineau, Marc Lelarge:
InfoCatVAE: Representation Learning with Categorical Variational Autoencoders. CoRR abs/1806.08240 (2018) - [i29]Thomas Bonald, Alexandre Hollocou, Marc Lelarge:
Weighted Spectral Embedding of Graphs. CoRR abs/1809.11115 (2018) - 2017
- [j17]Alexandre Hollocou, Thomas Bonald, Marc Lelarge:
Multiple Local Community Detection. SIGMETRICS Perform. Evaluation Rev. 45(3): 76-83 (2017) - [c44]Marc Lelarge, Léo Miolane:
Fundamental limits of symmetric low-rank matrix estimation. COLT 2017: 1297-1301 - [c43]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models. ITCS 2017: 44:1-44:27 - [c42]Thibault Lesieur, Léo Miolane, Marc Lelarge, Florent Krzakala, Lenka Zdeborová:
Statistical and computational phase transitions in spiked tensor estimation. ISIT 2017: 511-515 - [c41]Marc Lelarge:
Counting matchings in irregular bipartite graphs and random lifts. SODA 2017: 2230-2237 - [i28]Thibault Lesieur, Léo Miolane, Marc Lelarge, Florent Krzakala, Lenka Zdeborová:
Statistical and computational phase transitions in spiked tensor estimation. CoRR abs/1701.08010 (2017) - [i27]Alexandre Hollocou, Julien Maudet, Thomas Bonald, Marc Lelarge:
A linear streaming algorithm for community detection in very large networks. CoRR abs/1703.02955 (2017) - [i26]Alexandre Hollocou, Julien Maudet, Thomas Bonald, Marc Lelarge:
A Streaming Algorithm for Graph Clustering. CoRR abs/1712.04337 (2017) - 2016
- [c40]Francesco Caltagirone, Marc Lelarge, Léo Miolane:
Recovering asymmetric communities in the stochastic block model. Allerton 2016: 9-16 - [c39]Emilie Kaufmann, Thomas Bonald, Marc Lelarge:
A Spectral Algorithm with Additive Clustering for the Recovery of Overlapping Communities in Networks. ALT 2016: 355-370 - [c38]Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová:
Clustering from sparse pairwise measurements. ISIT 2016: 780-784 - [c37]Mehrdad Moharrami, Vijay G. Subramanian, Mingyan Liu, Marc Lelarge:
Impact of Community Structure on Cascades. EC 2016: 635-636 - [i25]Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová:
Clustering from Sparse Pairwise Measurements. CoRR abs/1601.06683 (2016) - [i24]Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová:
Fast Randomized Semi-Supervised Clustering. CoRR abs/1605.06422 (2016) - [i23]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
Non-Backtracking Spectrum of Degree-Corrected Stochastic Block Models. CoRR abs/1609.02487 (2016) - [i22]Alexandre Hollocou, Marc Lelarge, Thomas Bonald:
Improving PageRank for Local Community Detection. CoRR abs/1610.08722 (2016) - 2015
- [j16]Marc Lelarge, Florian Simatos:
Special Issue: ACM SIGMETRICS 2014. Queueing Syst. Theory Appl. 81(2-3): 97-98 (2015) - [j15]Marc Lelarge, Laurent Massoulié, Jiaming Xu:
Reconstruction in the Labelled Stochastic Block Model. IEEE Trans. Netw. Sci. Eng. 2(4): 152-163 (2015) - [c36]Charles Bordenave, Marc Lelarge, Laurent Massoulié:
Non-backtracking Spectrum of Random Graphs: Community Detection and Non-regular Ramanujan Graphs. FOCS 2015: 1347-1357 - [c35]Alaa Saade, Marc Lelarge, Florent Krzakala, Lenka Zdeborová:
Spectral detection in the censored block model. ISIT 2015: 1184-1188 - [c34]Richard Combes, Mohammad Sadegh Talebi, Alexandre Proutière, Marc Lelarge:
Combinatorial Bandits Revisited. NIPS 2015: 2116-2124 - [c33]Se-Young Yun, Marc Lelarge, Alexandre Proutière:
Fast and Memory Optimal Low-Rank Matrix Approximation. NIPS 2015: 3177-3185 - [c32]Rui Wu, Jiaming Xu, Rayadurgam Srikant, Laurent Massoulié, Marc Lelarge, Bruce E. Hajek:
Clustering and Inference From Pairwise Comparisons. SIGMETRICS 2015: 449-450 - [c31]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Designing Adaptive Replication Schemes in Distributed Content Delivery Networks. ITC 2015: 28-36 - [i21]Charles Bordenave, Marc Lelarge, Laurent Massoulié:
Non-backtracking spectrum of random graphs: community detection and non-regular Ramanujan graphs. CoRR abs/1501.06087 (2015) - [i20]Alaa Saade, Florent Krzakala, Marc Lelarge, Lenka Zdeborová:
Spectral Detection in the Censored Block Model. CoRR abs/1502.00163 (2015) - [i19]Richard Combes, Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi:
Stochastic and Adversarial Combinatorial Bandits. CoRR abs/1502.03475 (2015) - [i18]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
A spectral method for community detection in moderately-sparse degree-corrected stochastic block models. CoRR abs/1506.08621 (2015) - [i17]Marc Lelarge:
Counting matchings in irregular bipartite graphs. CoRR abs/1507.04739 (2015) - [i16]Lennart Gulikers, Marc Lelarge, Laurent Massoulié:
An Impossibility Result for Reconstruction in a Degree-Corrected Planted-Partition Model. CoRR abs/1511.00546 (2015) - 2014
- [j14]A. B. Dieker, Marc Lelarge:
Editorial introduction. Queueing Syst. Theory Appl. 77(2): 113-114 (2014) - [j13]Marc Lelarge, Hang Zhou:
Sublinear-time algorithms for monomer-dimer systems on bounded degree graphs. Theor. Comput. Sci. 548: 68-78 (2014) - [c30]Jiaming Xu, Laurent Massoulié, Marc Lelarge:
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results. COLT 2014: 903-920 - [c29]Florian Bourse, Marc Lelarge, Milan Vojnovic:
Balanced graph edge partition. KDD 2014: 1456-1465 - [c28]Se-Young Yun, Marc Lelarge, Alexandre Proutière:
Streaming, Memory Limited Algorithms for Community Detection. NIPS 2014: 3167-3175 - [e1]Sujay Sanghavi, Sanjay Shakkottai, Marc Lelarge, Bianca Schroeder:
ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS 2014, Austin, TX, USA, June 16-20, 2014. ACM 2014, ISBN 978-1-4503-2789-3 [contents] - [i15]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Adaptive Replication in Distributed Content Delivery Networks. CoRR abs/1401.1770 (2014) - [i14]Marc Lelarge:
Loopy annealing belief propagation for vertex cover and matching: convergence, LP relaxation, correctness and Bethe approximation. CoRR abs/1401.7923 (2014) - [i13]Se-Young Yun, Marc Lelarge, Alexandre Proutière:
Streaming, Memory Limited Algorithms for Community Detection. CoRR abs/1411.1279 (2014) - 2013
- [j12]Hamed Amini, Moez Draief, Marc Lelarge:
Flooding in Weighted Sparse Random Graphs. SIAM J. Discret. Math. 27(1): 1-26 (2013) - [c27]Marc Lelarge, Hang Zhou:
Sublinear-Time Algorithms for Monomer-Dimer Systems on Bounded Degree Graphs. ISAAC 2013: 141-151 - [c26]Marc Lelarge:
Bypassing correlation decay for matchings with an application to XORSAT. ITW 2013: 1-5 - [c25]Marc Lelarge, Laurent Massoulié, Jiaming Xu:
Reconstruction in the labeled stochastic block model. ITW 2013: 1-5 - [c24]Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi:
Spectrum bandit optimization. ITW 2013: 1-5 - [c23]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing. SODA 2013: 35-46 - [i12]Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi:
Spectrum Bandit Optimization. CoRR abs/1302.6974 (2013) - 2012
- [j11]Marc Lelarge:
Diffusion and cascading behavior in random networks. Games Econ. Behav. 75(2): 752-775 (2012) - [j10]Hamed Amini, Marc Lelarge:
Upper Deviations for Split Times of Branching Processes. J. Appl. Probab. 49(4): 1134-1143 (2012) - [j9]Marc Lelarge:
Coordination in Network Security Games: A Monotone Comparative Statics Approach. IEEE J. Sel. Areas Commun. 30(11): 2210-2219 (2012) - [c22]Marc Lelarge:
Coordination in network security games. INFOCOM 2012: 2856-2860 - [c21]Mohsen Bayati, Marc Lelarge, Andrea Montanari:
Universality in polytope phase transitions and iterative algorithms. ISIT 2012: 1643-1647 - [c20]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Bipartite graph structures for efficient balancing of heterogeneous loads. SIGMETRICS 2012: 41-52 - [c19]Marc Lelarge:
A new approach to the orientation of random hypergraphs. SODA 2012: 251-264 - [c18]Stéphane Caron, Branislav Kveton, Marc Lelarge, Smriti Bhagat:
Leveraging Side Observations in Stochastic Bandits. UAI 2012: 142-151 - [i11]Marc Lelarge:
A new approach to the orientation of random hypergraphs. CoRR abs/1201.5335 (2012) - [i10]Emilie Coupechoux, Marc Lelarge:
How Clustering Affects Epidemics in Random Networks. CoRR abs/1202.4974 (2012) - [i9]Mathieu Leconte, Marc Lelarge, Laurent Massoulié:
Convergence of multivariate belief propagation, with applications to cuckoo hashing and load balancing. CoRR abs/1207.1659 (2012) - [i8]Mohsen Bayati, Marc Lelarge, Andrea Montanari:
Universality in Polytope Phase Transitions and Message Passing Algorithms. CoRR abs/1207.7321 (2012) - [i7]Marc Lelarge, Hang Zhou:
Constant-Time Algorithms for Monomer-Dimer Systems on Bounded Degree Graphs. CoRR abs/1208.3629 (2012) - [i6]Marc Lelarge:
Coordination in Network Security Games: a Monotone Comparative Statics Approach. CoRR abs/1208.3994 (2012) - [i5]Simon Heimlicher, Marc Lelarge, Laurent Massoulié:
Community Detection in the Labelled Stochastic Block Model. CoRR abs/1209.2910 (2012) - [i4]Stéphane Caron, Branislav Kveton, Marc Lelarge, Smriti Bhagat:
Leveraging Side Observations in Stochastic Bandits. CoRR abs/1210.4839 (2012) - 2011
- [j8]Marc Lelarge:
Diffusion and cascading behavior in random networks. SIGMETRICS Perform. Evaluation Rev. 39(3): 34-36 (2011) - [c17]Hamed Amini, Moez Draief, Marc Lelarge:
Flooding and Diameter in Weighted Random Graphs. ANALCO 2011: 1-15 - [c16]Emilie Coupechoux, Marc Lelarge:
Impact of clustering on diffusions and contagions in random networks. NetGCoop 2011: 1-7 - 2010
- [j7]Charles Bordenave, Marc Lelarge:
Resolvent of large random graphs. Random Struct. Algorithms 37(3): 332-352 (2010) - [c15]Charles Bordenave, Marc Lelarge:
The Rank of Diluted Random Graphs. SODA 2010: 1389-1402 - [i3]Marc Lelarge:
Diffusion and Cascading Behavior in Random Networks. CoRR abs/1012.2062 (2010)
2000 – 2009
- 2009
- [j6]Marc Lelarge:
Asymptotic behavior of generalized processor sharing queues under subexponential assumptions. Queueing Syst. Theory Appl. 62(1-2): 51-73 (2009) - [j5]David J. Aldous, Charles Bordenave, Marc Lelarge:
Dynamic Programming Optimization over Random Data: The Scaling Exponent for Near-Optimal Solutions. SIAM J. Comput. 38(6): 2382-2410 (2009) - [c14]Marc Lelarge:
Economics of malware: Epidemic risks model, network externalities and incentives. Allerton 2009: 1353-1360 - [c13]Marc Lelarge, Jean Bolot:
Economic Incentives to Increase Security in the Internet: The Case for Insurance. INFOCOM 2009: 1494-1502 - [c12]Marc Lelarge:
Efficient control of epidemics over random networks. SIGMETRICS/Performance 2009: 1-12 - [c11]Marc Lelarge:
Economics of Malware: Epidemic Risks Model, Network Externalities and Incentives. WEIS 2009 - [p1]Jean Bolot, Marc Lelarge:
Cyber Insurance as an Incentivefor Internet Security. Managing Information Risk and the Economics of Security 2009: 269-290 - 2008
- [j4]Marc Lelarge:
Tail Asymptotics for Discrete Event Systems. Discret. Event Dyn. Syst. 18(4): 563-584 (2008) - [j3]Marc Lelarge:
Packet reordering in networks with heavy-tailed delays. Math. Methods Oper. Res. 67(2): 341-371 (2008) - [c10]Jean-Chrysostome Bolot, Marc Lelarge:
A New Perspective on Internet Security using Insurance. INFOCOM 2008: 1948-1956 - [c9]Hamed Amini, Moez Draief, Marc Lelarge:
Marketing in a Random Network. NET-COOP 2008: 17-25 - [c8]Marc Lelarge, Jean Bolot:
A local mean field analysis of security investments in networks. NetEcon 2008: 25-30 - [c7]Marc Lelarge, Jean Bolot:
Network externalities and the deployment of security features and protocols in the internet. SIGMETRICS 2008: 37-48 - [c6]Jean Bolot, Marc Lelarge:
Cyber Insurance as an Incentive for IT Security. WEIS 2008 - [c5]Marc Lelarge:
Diffusion of Innovations on Random Networks: Understanding the Chasm. WINE 2008: 178-185 - [i2]Marc Lelarge, Jean Bolot:
A Local Mean Field Analysis of Security Investments in Networks. CoRR abs/0803.3455 (2008) - [i1]Hamed Amini, Marc Lelarge:
Optimal Marketing Policy in a Random Network. CoRR abs/0805.3155 (2008) - 2007
- [c4]Cathy H. Xia, Zhen Liu, Donald F. Towsley, Marc Lelarge:
Scalability of fork/join queueing networks with blocking. SIGMETRICS 2007: 133-144 - 2006
- [j2]A. B. Dieker, Marc Lelarge:
Tails for (max, plus) recursions under subexponentiality. Queueing Syst. Theory Appl. 53(4): 213-230 (2006) - [c3]Marc Lelarge, Zhen Liu, Anton Riabov:
Automatic Composition of Secure Workflows. ATC 2006: 322-331 - [c2]Marc Lelarge:
Tail asymptotics for discrete event systems. VALUETOOLS 2006: 36 - 2004
- [j1]François Baccelli, Marc Lelarge, Serguei Foss:
Asymptotics of Subexponential Max Plus Networks: the Stochastic Event Graph Case. Queueing Syst. Theory Appl. 46(1-2): 75-96 (2004) - [c1]Marc Lelarge, Zhen Liu, Cathy H. Xia:
Asymptotic Tail Distribution of End-to-End Delay in Networks of Queues with Self-Similar Cross Traffic. INFOCOM 2004: 2352-2363
Coauthor Index
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