Leveraging Unlabeled Data to Track Memorization2023-05-01. 11th International Conference on Learning Representations (ICLR 2023), Kigali, Rwanda, May 1-5, 2023.
Telecytologic diagnosis of cervical smears for triage of self-sampled human papillomavirus–positive women in a resource-limited setting: concept development before implementationJournal of the American Society of Cytopathology. 2023. DOI : 10.1016/j.jasc.2023.02.001.
Momentum-Based Policy Gradient with Second-Order Information2022-12-20.
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function2022-09-14.
Disparity Between Batches as a Signal for Early Stopping2021-09-13. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), Bilbao, Basque Country, Spain, September 13-17, 2021. DOI : 10.1007/978-3-030-86520-7_14.
Sequential metric dimension for random graphsJournal of Applied Probability. 2021. DOI : 10.1017/jpr.2021.16.
A Registration Method for Three-Dimensional Analysis of Bone Mineral Density in the Proximal TibiaJournal Of Biomechanical Engineering-Transactions Of The Asme. 2021-01-01. DOI : 10.1115/1.4048335.
A Variational Inference Approach to Learning Multivariate Wold Processes2021. 24th International Conference on Artificial Intelligence and Statistics (AISTATS), San Diego, California, USA, April 13-15, 2021.
Learning Hawkes Processes Under Synchronization Noise2019-06-09. 36th International Conference on Machine Learning, Long Beach, California, USA, June 9-15, 2019. p. 6325--6334.
A User Study of Perceived Carbon Footprint2019. Climate Change Workshop at NeurIPS, Vancouver, BC, Canada, December 8-14, 2019.
Learning Hawkes Processes from a Handful of Events2019. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, December 8-14, 2019.
On the Delays in Time-Varying Networks: Does Larger Service-Rate Variance Imply Larger Delays?2018-06-25. Eighteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, Los Angeles, CA, USA, June 26 - 29, 2018. p. 201-210. DOI : 10.1145/3209582.3209603.
Coordinate Descent with Bandit Sampling2018-01-01. 32nd Conference on Neural Information Processing Systems (NIPS), Montreal, CANADA, Dec 02-08, 2018.
Optimal Number of Paths with Multipath Routing in Hybrid Networks2018-01-01. 19th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Chania, GREECE, Jun 12-15, 2018. DOI : 10.1109/WoWMoM.2018.8449781.
Optimal Number of Paths with Multipath Routing in Hybrid Networks2018
Csma/ca in time and frequency domainsUS10321488 ; US2017347377 . 2017.
How CSMA/CA With Deferral Affects Performance and Dynamics in Power-Line CommunicationsIeee-Acm Transactions On Networking. 2017. DOI : 10.1109/Tnet.2016.2580642.
Analysis and Enhancement of CSMA/CA With Deferral in Power-Line CommunicationsIEEE Journal on Selected Areas in Communications. 2016. DOI : 10.1109/Jsac.2016.2566078.
Electri-Fi Your Data: Measuring and Combining Power-Line Communications with WiFi (Technical Report 210617, EPFL)2015
Introduction aux sciences de l'informationLausanne: Presses Polytechniques et Universitaires Romandes.
Virtually Moving Base Stations for Energy Efficiency in Wireless Sensor Networks2015
Method, apparatus and computer program product for locating a source of diffusion in a networkUS2014129190 . 2014.
Method to optimize the communication parameters between an access point and at least one client deviceUS9549328 ; US2014307571 . 2014.
On the MAC for Power-Line Communications: Modeling Assumptions and Performance Tradeoffs (Technical Report 205771, EPFL)2014
Simulator and Experimental Framework for the MAC of Power-Line Communications2014
Privacy-Preserving Function Computation by Exploitation of Friendships in Social Networks2014. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 4-9, 2014. p. 6250-6254. DOI : 10.1109/ICASSP.2014.6854806.
Mitigating Epidemics through Mobile Micro-measures2013. NetMob, Boston, Massachusetts, USA, May 2013.
Where to go from here? Mobility prediction from instantaneous informationPervasive And Mobile Computing. 2013. DOI : 10.1016/j.pmcj.2013.07.006.
Wireless Multi-hop Networks Beyond Capacity2013. 19th IEEE International Workshop on Local and Metropolitan Area Networks (LANMAN). DOI : 10.1109/LANMAN.2013.6528289.
SAW: Spectrum Assignment for WLANs2013. ACM S3 2013, Miami, Florida, USA, September 30, 2013.
Scalable Routing Easy as PIE: a Practical Isometric Embedding Protocol (Technical Report)2013
Automatic Mallampati Classification Using Active Appearance Models2012. International Workshop on Pattern Recognition for Healthcare Analytics, Tsukuba Science City, Japan, November 11, 2012.
Order-Optimal Consensus Through Randomized Path AveragingIEEE Transactions on Information Theory. 2010. DOI : 10.1109/TIT.2010.2060050.
Understanding and Tackling the Root Causes of Instability in Wireless Mesh Networks: (extended version)2010
On the Fairness of Large CSMA NetworksIEEE Journal on Selected Areas in Communications. 2009. DOI : 10.1109/JSAC.2009.090907.
Closing the gap in the capacity of random wireless networks via percolation theoryIEEE Transactions on Information Theory. 2007. DOI : 10.1109/TIT.2006.890791.
Network Loss Inference with Second Order Statistics of End-to-End Flows2007. ACM Internet Measurement Conference (IMC'07), San Diego, USA, October 24-26, 2007. p. 227–240. DOI : 10.1145/1298306.1298339.
Layered Complex NetworksPhysical Review Letters. 2006. DOI : 10.1103/PhysRevLett.96.138701.
Impact of Interferences on Connectivity in Ad Hoc NetworksIEEE/ACM Trans. on Networking. 2005. DOI : 10.1109/TNET.2005.845546.
Sélection de publications
|P. Pinto, P. Thiran and M. Vetterli
Physical Review Letters, vol. 109, num. 068702, 2012
|Locating the Source of Diffusion in Large-Scale Networks|
|V. Etter, M. Grossglauser and P. Thiran
Proceedings of the first ACM conference on Online Social Networks (COSN'13)
|Launch Hard or Go Home! Predicting the Success of Kickstarter Campaigns|
|F. Movahedi Naini, O. Dousse, P. Thiran and M. Vetterli
Proc. ISIT, Saint-Petersburg, Russia, 2011.
|Population Size Estimation Using a Few Individuals as Agents|
|F. B�n�zit, P. Thiran and M. Vetterli
IEEE Journal of Selected Topics in Signal Processing, vol. 5(4), p. 791-804, 2011.
|The Distributed Multiple Voting Problem|
|A. Aziz, D. Starobinski and P. Thiran
IEEE/ACM Transactions on Networking, vol. 19(4), Aug. 2011
|Understanding and Tackling the Root Causes of Instability in Wireless Mesh Networks|
|D. Ghita, H. Nguyen, M. Kurant, K. Argyraki and P. Thiran
Proc. IEEE Infocom, San Diego, CA, 2010.
|Netscope: Practical Network Loss Tomography|
|M. Durvy, O. Dousse and P. Thiran
IEEE Journal on Selected Areas in Communications, vol. 27(7), pp. 1093-1104, 2009.
|On the Fairness of Large CSMA Networks|
|M. Kafsi, M. Grossglauser and P. Thiran
IEEE Transactions on Information Theory, vol. 59(9), pp. 5577 - 5583, 2013
|The Entropy of Conditional Markov Trajectories|
Enseignement & Phd