Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
XML PDF e-pub
PDF e-Pub


Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

[1]
M. U. Hashmi.
Optimization and Control of Storage in Smart Grids, PSL Research University, December 2019.
https://tel.archives-ouvertes.fr/tel-02462786
[2]
L. Miolane.
Fundamental limits of inference: A statistical physics approach, Ecole normale supérieure - ENS PARIS ; Inria Paris, June 2019.
https://hal.archives-ouvertes.fr/tel-02446988

Articles in International Peer-Reviewed Journals

[3]
V. Anantharam, F. Baccelli.
Error Exponents for Dimension-Matched Vector Multiple Access Channels With Additive Noise, in: IEEE Transactions on Information Theory, May 2019, vol. 65, no 5, pp. 2808-2823. [ DOI : 10.1109/TIT.2018.2875541 ]
https://hal.inria.fr/hal-02422196
[4]
F. Baccelli, M.-O. Haji-Mirsadeghi, J. T. Murphy.
Doeblin trees, in: Electronic Journal of Probability, 2019, vol. 24, https://arxiv.org/abs/1811.10058. [ DOI : 10.1214/19-EJP375 ]
https://hal.inria.fr/hal-02415283
[5]
F. Baccelli, E. O’Reilly.
The stochastic geometry of unconstrained one-bit data compression, in: Electronic Journal of Probability, 2019, vol. 24, https://arxiv.org/abs/1810.06095. [ DOI : 10.1214/19-EJP389 ]
https://hal.inria.fr/hal-02422200
[6]
B. Błaszczyszyn, M. K. Karray.
Performance analysis of cellular networks with opportunistic scheduling using queueing theory and stochastic geometry, in: IEEE Transactions on Wireless Communications, September 2019, vol. 18, no 12, pp. 5952-5966. [ DOI : 10.1109/TWC.2019.2940938 ]
https://hal.inria.fr/hal-01824986
[7]
B. Błaszczyszyn, D. Yogeshwaran, J. E. Yukich.
Limit theory for geometric statistics of point processes having fast decay of correlations, in: Annals of Probability, 2019, vol. 47, no 2, pp. 835-895, https://arxiv.org/abs/1606.03988. [ DOI : 10.1214/18-AOP1273 ]
https://hal.inria.fr/hal-01331939
[8]
Y. Chabchoub, R. E. Sibai, C. Fricker.
Bike sharing systems: a new incentive rebalancing method based on spatial outliers detection, in: International Journal of Space-Based and Situated Computing, 2019.
https://hal.archives-ouvertes.fr/hal-02430574
[9]
A. Chattopadhyay, B. Błaszczyszyn, E. Altman.
Location Aware Opportunistic Bandwidth Sharing between Static and Mobile Users with Stochastic Learning in Cellular Networks, in: IEEE Transactions on Mobile Computing, 2019, vol. 18, no 8, pp. 1802-1815, https://arxiv.org/abs/1608.04260 - 16 Pages, 1 Figure, 1 Table. [ DOI : 10.1109/TMC.2018.2867037 ]
https://hal.inria.fr/hal-01401007
[10]
A. Chattopadhyay, B. Błaszczyszyn, E. Altman.
Two-tier cellular networks for throughput maximization of static and mobile users, in: IEEE Transactions on Wireless Communications, 2019, vol. 18, no 2, pp. 997-1010, https://arxiv.org/abs/1605.07341 - title of the previous version: "Cell planning for mobility management in heterogeneous cellular networks", forthcoming. [ DOI : 10.1109/TWC.2018.2887386 ]
https://hal.inria.fr/hal-01331936
[11]
M. Dehghan, L. Massoulié, D. Towsley, D. S. Menasche, Y. C. Tay.
A Utility Optimization Approach to Network Cache Design, in: IEEE/ACM Transactions on Networking, June 2019, vol. 27, no 3, pp. 1013-1027. [ DOI : 10.1109/TNET.2019.2913677 ]
https://hal.archives-ouvertes.fr/hal-02427851
[12]
J. Doncel, N. Gast, B. Gaujal.
Discrete Mean Field Games: Existence of Equilibria and Convergence, in: Journal of Dynamics and Games, 2019, vol. 6, no 3, pp. 1-19, https://arxiv.org/abs/1909.01209. [ DOI : 10.3934/jdg.2019016 ]
https://hal.inria.fr/hal-01277098
[13]
S. S. Kalamkar, M. Haenggi.
Per-Link Reliability and Rate Control: Two Facets of the SIR Meta Distribution, in: IEEE wireless communications letters, August 2019, vol. 8, no 4, pp. 1244-1247. [ DOI : 10.1109/LWC.2019.2912614 ]
https://hal.archives-ouvertes.fr/hal-02417332
[14]
S. S. Kalamkar, M. Haenggi.
Simple Approximations of the SIR Meta Distribution in General Cellular Networks, in: IEEE Transactions on Communications, August 2019, vol. 67, no 6, pp. 4393-4406. [ DOI : 10.1109/TCOMM.2019.2900676 ]
https://hal.archives-ouvertes.fr/hal-02417353
[15]
L. Massoulié, R. Varloot.
Rapid Mixing of Dynamic Graphs with Local Evolution Rules, in: IEEE Transactions on Network Science and Engineering, July 2019, 1 p. [ DOI : 10.1109/TNSE.2019.2926887 ]
https://hal.archives-ouvertes.fr/hal-02427853
[16]
A. Sankararaman, F. Baccelli, S. Foss.
Interference queueing networks on grids, in: Annals of Applied Probability, October 2019, vol. 29, no 5, pp. 2929-2987, https://arxiv.org/abs/1710.09797. [ DOI : 10.1214/19-AAP1470 ]
https://hal.inria.fr/hal-02415268
[17]
K. Scaman, F. Bach, S. Bubeck, Y. T. Lee, L. Massoulié.
Optimal Convergence Rates for Convex Distributed Optimization in Networks, in: Journal of Machine Learning Research, 2019, vol. 20, pp. 1 - 31.
https://hal.inria.fr/hal-02440504
[18]
C. Stegehuis, L. Massoulié.
Efficient inference in stochastic block models with vertex labels, in: IEEE Transactions on Network Science and Engineering, April 2019, 1 p. [ DOI : 10.1109/TNSE.2019.2913949 ]
https://hal.archives-ouvertes.fr/hal-02427854

International Conferences with Proceedings

[19]
A. Brochard, B. Błaszczyszyn, S. Mallat, S. Zhang.
Statistical learning of geometric characteristics of wireless networks, in: INFOCOM 2019 - IEEE International Conference on Computer Communications, Paris, France, Proc. of IEEE Infocom, IEEE, June 2019, https://arxiv.org/abs/1812.08265 . [ DOI : 10.1109/INFOCOM.2019.8737441 ]
https://hal.inria.fr/hal-01962191
[20]
A. Bušic, S. Meyn.
Distributed Control of Thermostatically Controlled Loads: Kullback-Leibler Optimal Control in Continuous Time, in: 58th IEEEConference on Decision and Control (CDC 2019), Nice, France, Proceedings of the 58th IEEEConference on Decision and Control (CDC), 2019.
https://hal.archives-ouvertes.fr/hal-02425979
[21]
B. Błaszczyszyn, H. P. Keeler.
Determinantal thinning of point processes with network learning applications, in: WCNC 2019 - IEEE Wireless Communications and Networking Conference, Marrakech, Morocco, Proc WCNC, IEEE, 2019, https://arxiv.org/abs/1810.08672 - 8 pages, 6 figures. All code available online: https://github.com/hpaulkeeler/DetPoisson_MATLAB.
https://hal.inria.fr/hal-01958924
[22]
B. Błaszczyszyn, P. Muhlethaler.
Analyzing LoRa long-range, low-power, wide-area networks using stochastic geometry, in: VALUETOOLS 2019 - 12th EAI International Conference on Performance Evaluation Methodologies and Tools, Palma de Mallorca, Spain, Proc. ACM VALUETOOLS, ACM, 2019, https://arxiv.org/abs/1811.01886 - 8 pages. [ DOI : 10.1145/3306309.3306327 ]
https://hal.inria.fr/hal-01958939
[23]
A. Cadas, A. Bušic, J. Doncel.
Optimal Control of Dynamic Bipartite Matching Models, in: VALUETOOLS 2019 - 12th EAI International Conference on Performance Evaluation Methodologies and Tools, Palma de Mallorca, Spain, VALUETOOLS 2019: Proceedings of the 12th EAI International Conference on Performance Evaluation Methodologies and Tools, 2019, pp. 39-46, https://arxiv.org/abs/1810.08541. [ DOI : 10.1145/3306309.3306317 ]
https://hal.archives-ouvertes.fr/hal-01968549
[24]
N. Cammardella, A. Bušic, Y. Ji, S. Meyn.
Kullback-Leibler-Quadratic Optimal Control of Flexible Power Demand, in: CDC 2019 - 58th IEEE Conference on Decision and Control, Nice, France, Proceedings of the 58th IEEE Conference on Decision and Control (CDC), 2019.
https://hal.archives-ouvertes.fr/hal-02425974
[25]
Y. Chen, M. U. Hashmi, D. Deka, M. Chertkov.
Stochastic Battery Operations using Deep Neural Networks, in: IEEE ISGT NA 2019 - Innovative Smart Grid Technologies Conference, Washington, United States, February 2019.
https://hal.archives-ouvertes.fr/hal-02070232
[26]
A. R. Coffman, A. Bušic, P. Barooah.
Aggregate capacity for TCLs providing virtual energy storage with cycling constraints, in: CDC 2019 - 58th IEEE Conference on Decision and Control, Nice, France, Proceedings of the 58th IEEE Conference on Decision and Control (CDC), 2019.
https://hal.archives-ouvertes.fr/hal-02425977
[27]
A. M. Devraj, A. Bušic, S. Meyn.
On Matrix Momentum Stochastic Approximation and Applications to Q-learning, in: 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, United States, Proceedings of 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2019, https://arxiv.org/abs/1809.06277. [ DOI : 10.1109/ALLERTON.2019.8919828 ]
https://hal.archives-ouvertes.fr/hal-01968558
[28]
A. M. Devraj, A. Bušic, S. Meyn.
Zap Q-Learning - A User's Guide, in: ICC 2019 - Fifth Indian Control Conference, New Delhi, India, Proceedings of the Fifth Indian Control Conference (ICC 2019), IEEE, 2019, pp. 10-15. [ DOI : 10.1109/INDIANCC.2019.8715554 ]
https://hal.archives-ouvertes.fr/hal-02429733
[29]
M. U. Hashmi, A. Mukhopadhyay, A. Bušic, J. Elias, D. Kiedanski.
Optimal Storage Arbitrage under Net Metering using Linear Programming, in: (SmartGridComm 2019 - IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, Beijing, China, Proceedings of the 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), IEEE, October 2019, pp. 1-7. [ DOI : 10.1109/SmartGridComm.2019.8909753 ]
https://hal.archives-ouvertes.fr/hal-02425626
[30]
M. U. Hashmi, L. Pereira, A. Bušic.
Energy Storage in Madeira, Portugal: Co-optimizing for Arbitrage, Self-Sufficiency, Peak Shaving and Energy Backup, in: 13th IEEE PES PowerTech Conference, Milan, Italy, June 2019.
https://hal.archives-ouvertes.fr/hal-02085839
[31]
H. Hendrikx, F. Bach, L. Massoulié.
Accelerated decentralized optimization with local updates for smooth and strongly convex objectives, in: AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics, Naha, Okinawa, Japan, April 2019.
https://hal.inria.fr/hal-01893568
[32]
A. Hollocou, T. Bonald, M. Lelarge.
Modularity-based Sparse Soft Graph Clustering, in: AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics, Naha, Okinawa, Japan, April 2019.
https://hal.archives-ouvertes.fr/hal-02005331
[33]
S. S. Kalamkar.
Reliability and Local Delay in Wireless Networks: Does Bandwidth Partitioning Help?, in: GLOBECOM 2019 - IEEE Global Communications Conference, Waikoloa, Hawaii, United States, January 2019.
https://hal.archives-ouvertes.fr/hal-02416870
[34]
D. Kiedanski, M. U. Hashmi, A. Bušic, D. Kofman.
Sensitivity to forecast errors in energy storage arbitrage for residential consumers, in: SmartGridComm 2019 - IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, Beijing, China, October 2019.
https://hal.telecom-paristech.fr/hal-02163114
[35]
Q. Le Gall, B. Błaszczyszyn, E. Cali, T. En-Najjary.
The Influence of Canyon Shadowing on Device-to-Device Connectivity in Urban Scenario, in: WCNC 2019 - IEEE Wireless Communications and Networking Conference, Marrakech, Morocco, Proc. of IEEE WCNC, IEEE, 2019, https://arxiv.org/abs/1810.03498 - 8 pages, 7 figures, 2 tables.
https://hal.inria.fr/hal-01891024
[36]
L. Massoulié, L. Stephan, D. Towsley.
Planting trees in graphs, and finding them back, in: COLT 2019 - Conference on Learning Theory, Phoenix, United States, June 2019, https://arxiv.org/abs/1811.01800.
https://hal.archives-ouvertes.fr/hal-02427845
[37]
L. Stephan, L. Massoulié.
Robustness of spectral methods for community detection, in: COLT 2019 - Conference on Learning Theory, Phoenix, United States, June 2019, https://arxiv.org/abs/1811.05808.
https://hal.archives-ouvertes.fr/hal-02427834

Scientific Books (or Scientific Book chapters)

[38]
F. Baccelli, B. Błaszczyszyn, M. K. Karray.
Random Measures, Point Processes, and Stochastic Geometry, January 2020.
https://hal.inria.fr/hal-02460214

Other Publications

[39]
F. Baccelli, M.-O. Haji-Mirsadeghi, A. Khezeli.
On the Dimension of Unimodular Discrete Spaces, Part I: Definitions and Basic Properties, January 2019, https://arxiv.org/abs/1807.02980 - working paper or preprint.
https://hal.inria.fr/hal-01976265
[40]
F. Baccelli, M.-O. Haji-Mirsadeghi, A. Khezeli.
On the Dimension of Unimodular Discrete Spaces, Part II: Relations with Growth Rate, January 2019, https://arxiv.org/abs/1808.02551 - working paper or preprint.
https://hal.inria.fr/hal-01976257
[41]
J. Barbier, F. Krzakala, N. Macris, L. Miolane, L. Zdeborová.
Phase Transitions, Optimal Errors and Optimality of Message-Passing in Generalized Linear Models, November 2019, https://arxiv.org/abs/1708.03395 - 35 pages, 3 figures.
https://hal-cea.archives-ouvertes.fr/cea-01614258
[42]
B. Błaszczyszyn, C. Hirsch.
Optimal stationary markings, January 2020, https://arxiv.org/abs/2001.08074 - 26 pages.
https://hal.inria.fr/hal-02457091
[43]
S. Chen, A. M. Devraj, A. Bušic, S. Meyn.
Zap Q-Learning for Optimal Stopping Time Problems, 2019, https://arxiv.org/abs/1904.11538 - Accepted at the 2020 American Control Conference.
https://hal.archives-ouvertes.fr/hal-02425983
[44]
S. Chen, A. M. Devraj, A. Bušic, S. Meyn.
Zap Q-Learning With Nonlinear Function Approximation, 2019, https://arxiv.org/abs/1910.05405 - working paper or preprint. [ DOI : 10.05405 ]
https://hal.archives-ouvertes.fr/hal-02425985
[45]
Q. L. Gall, B. Błaszczyszyn, E. Cali, T. En-Najjary.
Continuum Line-of-Sight Percolation on Poisson-Voronoi Tessellations, July 2019, https://arxiv.org/abs/1904.10875 - 30 pages, 4 figures.
https://hal.inria.fr/hal-02192469
[46]
Q. L. Gall, B. Błaszczyszyn, E. Cali, T. En-Najjary.
Relay-assisted Device-to-Device Networks: Connectivity and Uberization Opportunities, October 2019, https://arxiv.org/abs/1909.12867 - 7 pages, 5 figures, 3 tables.
https://hal.archives-ouvertes.fr/hal-02320085
[47]
M. U. Hashmi, J. Cavaleiro, L. Pereira, A. Bušic.
Sizing and Profitability of Energy Storage for Prosumers in Madeira, Portugal, December 2019, https://arxiv.org/abs/1911.10458 - working paper or preprint.
https://hal.archives-ouvertes.fr/hal-02425980
[48]
M. U. Hashmi, D. Deka, A. Bušic, L. Pereira, S. Backhaus.
Arbitrage with Power Factor Correction using Energy Storage, 2019, https://arxiv.org/abs/1903.06132 - 11 pages, 14 figures.
https://hal.archives-ouvertes.fr/hal-02425982
[49]
H. Hendrikx, F. Bach, L. Massoulié.
An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums, September 2019, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-02280763