| 2025 | ICML | Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model. | Kaito Ariu, Alexandre Proutire, Se-Young Yun |
| 2025 | Networking | Measurement-Efficient Dynamics Change Detection in On-Off Models for Dynamic Spectrum Access. | Simon Lindsthl, Alexandre Proutire, Andreas Johnsson |
| 2024 | ICML | Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery. | Yassir Jedra, William Rveillard, Stefan Stojanovic, Alexandre Proutire |
| 2024 | ICML | On Universally Optimal Algorithms for A/B Testing. | Po-An Wang, Kaito Ariu, Alexandre Proutire |
| 2024 | ICML | Conformal Predictions under Markovian Data. | Frdric Zheng, Alexandre Proutire |
| 2024 | SIGMETRICS | Change Point Detection with Adaptive Measurement Schedules for Network Performance Verification. | Simon Lindsthl, Alexandre Proutire, Andreas Johnsson |
| 2023 | AAAI | On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure. | Alessio Russo, Alexandre Proutire |
| 2023 | AISTATS | Nearly Optimal Latent State Decoding in Block MDPs. | Yassir Jedra, Junghyun Lee, Alexandre Proutire, Se-Young Yun |
| 2023 | ICML | Best Arm Identification in Multi-Agent Multi-Armed Bandits. | Filippo Vannella, Alexandre Proutire, Jaeseong Jeong |
| 2022 | AISTATS | Minimal Expected Regret in Linear Quadratic Control. | Yassir Jedra, Alexandre Proutire |
| 2022 | GLOBECOM | Measurement-based Admission Control in Sliced Networks: A Best Arm Identification Approach. | Simon Lindsthl, Alexandre Proutire, Andreas Johnsson |
| 2022 | ICML | Thresholded Lasso Bandit. | Kaito Ariu, Kenshi Abe, Alexandre Proutire |
| 2022 | INFOCOM | Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach. | Filippo Vannella, Alexandre Proutire, Yassir Jedra, Jaeseong Jeong |
| 2021 | ICML | Adaptive Sampling for Best Policy Identification in Markov Decision Processes. | Aymen Al Marjani, Alexandre Proutire |
| 2020 | AISTATS | Optimal Algorithms for Multiplayer Multi-Armed Bandits. | Po-An Wang, Alexandre Proutire, Kaito Ariu, Yassir Jedra, Alessio Russo |
| 2020 | VTC | Off-policy Learning for Remote Electrical Tilt Optimization. | Filippo Vannella, Jaeseong Jeong, Alexandre Proutire |
| 2020 | SIGMETRICS | Unimodal Bandits with Continuous Arms: Order-optimal Regret without Smoothness. | Richard Combes, Alexandre Proutire, Alexandre Fauquette |
| 2018 | SIGMETRICS | Online Learning of Optimally Diverse Rankings. | Stefan Magureanu, Alexandre Proutire, Marcus Isaksson, Boxun Zhang |
| 2018 | SIGMETRICS | Learning Proportionally Fair Allocations with Low Regret. | Mohammad Sadegh Talebi, Alexandre Proutire |
| 2018 | SIGMETRICS | Multi-armed Bandit with Additional Observations. | Donggyu Yun, Sumyeong Ahn, Alexandre Proutire, Jinwoo Shin, Yung Yi |
| 2017 | ALT | Collaborative Clustering: Sample Complexity and Efficient Algorithms. | Jungseul Ok, Se-Young Yun, Alexandre Proutire, Rami Mochaourab |
| 2017 | ESANN | Viral initialization for spectral clustering. | Vahan Petrosyan, Alexandre Proutire |
| 2016 | AAAI | Viral Clustering: A Robust Method to Extract Structures in Heterogeneous Datasets. | Vahan Petrosyan, Alexandre Proutire |
| 2016 | INFOCOM | Cluster-aided mobility predictions. | Jaeseong Jeong, Mathieu Leconte, Alexandre Proutire |
| 2015 | SIGMETRICS | Learning to Rank: Regret Lower Bounds and Efficient Algorithms. | Richard Combes, Stefan Magureanu, Alexandre Proutire, Cyrille Laroche |
| 2015 | SIGMETRICS | Greedy-Bayes for Targeted News Dissemination. | Laurent Massouli, Mesrob I. Ohannessian, Alexandre Proutire |
| 2015 | SIGMETRICS | Distributed Proportional Fair Load Balancing in Heterogenous Systems. | Se-Young Yun, Alexandre Proutire |
| 2014 | CISS | Distributed load balancing in heterogenous systems. | Se-Young Yun, Alexandre Proutire |
| 2014 | COLT | Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms. | Stefan Magureanu, Richard Combes, Alexandre Proutire |
| 2014 | COLT | Community Detection via Random and Adaptive Sampling. | Se-Young Yun, Alexandre Proutire |
| 2014 | ICML | Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms. | Richard Combes, Alexandre Proutire |
| 2014 | INFOCOM | Optimal Rate Sampling in 802.11 systems. | Richard Combes, Alexandre Proutire, Donggyu Yun, Jungseul Ok, Yung Yi |
| 2013 | ITW | Spectrum bandit optimization. | Marc Lelarge, Alexandre Proutire, M. Sadegh Talebi |
| 2012 | CISS | Simulation-based optimization algorithms with applications to dynamic spectrum access. | Nidhi Hegde, Alexandre Proutire |
| 2011 | CoNEXT | Dynamic channel, rate selection and scheduling for white spaces. | Bozidar Radunovic, Alexandre Proutire, Dinan Gunawardena, Peter B. Key |
| 2011 | INFOCOM | Hop limited flooding over dynamic networks. | Milan Vojnovic, Alexandre Proutire |
| 2011 | MOBICOM | Scoop: decentralized and opportunistic multicasting of information streams. | Dinan Gunawardena, Thomas Karagiannis, Alexandre Proutire, Elizeu Santos-Neto, Milan Vojnovic |
| 2011 | WiOpt | Efficient and fair MAC for wireless networks with self-interference cancellation. | Nikhil Singh, Dinan Gunawardena, Alexandre Proutire, Bozidar Radunovic, Horia Vlad Balan, Peter B. Key |
| 2010 | INFOCOM | Learning to Optimally Exploit Multi-Channel Diversity in Wireless Systems. | Prasanna Chaporkar, Alexandre Proutire, Himanshu Asnani |
| 2010 | INFOCOM | Resource Allocation over Network Dynamics without Timescale Separation. | Alexandre Proutire, Yung Yi, Tian Lan, Mung Chiang |
| 2010 | INFOCOM | Rate Adaptation Games in Wireless LANs: Nash Equilibrium and Price of Anarchy. | Bozidar Radunovic, Prasanna Chaporkar, Alexandre Proutire |
| 2010 | ITA | Random capture algorithms fluid limits and stability. | Mathieu Feuillet, Alexandre Proutire, Philippe Robert |
| 2010 | SIGMETRICS | Load balancing via random local search in closed and open systems. | Ayalvadi Ganesh, Sarah Lilienthal, D. Manjunath, Alexandre Proutire, Florian Simatos |
| 2009 | Broadnets | Convergence and tradeoff of utility-optimal CSMA. | Jiaping Liu, Yung Yi, Alexandre Proutire, Mung Chiang, H. Vincent Poor |
| 2009 | IMC | Characterizing podcast services: publishing, usage, and dissemination. | Dinan Gunawardena, Thomas Karagiannis, Alexandre Proutire, Milan Vojnovic |
| 2009 | INFOCOM | Is the ''Law of the Jungle'' Sustainable for the Internet? | Thomas Bonald, Mathieu Feuillet, Alexandre Proutire |
| 2009 | INFOCOM | Mobility-Driven Scheduling in Wireless Networks. | Sem C. Borst, Nidhi Hegde, Alexandre Proutire |
| 2009 | MOBIHOC | Scheduling with limited information in wireless systems. | Prasanna Chaporkar, Alexandre Proutire, Himanshu Asnani, Abhay Karandikar |
| 2008 | CISS | Throughput of random access without message passing. | Alexandre Proutire, Yung Yi, Mung Chiang |
| 2008 | MOBIHOC | Complexity in wireless scheduling: impact and tradeoffs. | Yung Yi, Alexandre Proutire, Mung Chiang |
| 2008 | SIGMETRICS | Performance of random medium access control, an asymptotic approach. | Charles Bordenave, David D. McDonald, Alexandre Proutire |
| 2008 | WiOpt | Joint-optimal probing and scheduling in wireless systems. | Prasanna Chaporkar, Alexandre Proutire |
| 2008 | WiOpt | Rate region of multi-channel mesh data networks with rate control. | Nidhi Hegde, Alexandre Proutire |
| 2007 | MOBICOM | Adaptive network coding and scheduling for maximizing throughput in wireless networks. | Prasanna Chaporkar, Alexandre Proutire |
| 2007 | SIGMETRICS | Flow-level stability of data networks with non-convex and time-varying rate regions. | Jiaping Liu, Alexandre Proutire, Yung Yi, Mung Chiang, H. Vincent Poor |
| 2007 | WiOpt | On Downlink Capacity of Cellular Data Networks with WLAN/WPAN Relays. | Bozidar Radunovic, Alexandre Proutire |
| 2006 | CISS | Flow-level Stability of Utility-Based Allocations for Non-Convex Rate Regions. | Thomas Bonald, Alexandre Proutire |
| 2006 | GLOBECOM | Packet and Flow Level Performance of Wireless Multihop Data Networks. | Nidhi Hegde, Alexandre Proutire |
| 2006 | INFOCOM | Capacity of Wireless Data Networks with Intra- and Inter-Cell Mobility. | Sem C. Borst, Alexandre Proutire, Nidhi Hegde |
| 2005 | LANMAN | Evaluating the voice capacity of 802.11 WLAN under distributed control. | Nidhi Hegde, Alexandre Proutire, James W. Roberts |
| 2004 | INFOCOM | How Mobility Impacts the Flow-Level Performance of Wireless Data Systems. | Thomas Bonald, Sem C. Borst, Alexandre Proutire |
| 2004 | SIGMETRICS | Wireless data performance in multi-cell scenarios. | Thomas Bonald, Sem C. Borst, Nidhi Hegde, Alexandre Proutire |
| 2004 | SIGMETRICS | Insensitive load balancing. | Thomas Bonald, Matthieu Jonckheere, Alexandre Proutire |
| 2004 | SIGMETRICS | On performance bounds for the integration of elastic and adaptive streaming flows. | Thomas Bonald, Alexandre Proutire |
| 2003 | MOBICOM | Wireless downlink data channels: user performance and cell dimensioning. | Thomas Bonald, Alexandre Proutire |
| 2002 | GLOBECOM | Insensitive bandwidth sharing. | Thomas Bonald, Alexandre Proutire |
| 2001 | INFOCOM | Statistical Guarantees for Streaming Flows Using Expedited Forwarding. | Thomas Bonald, Alexandre Proutire, James W. Roberts |
| 2001 | SIGCOMM | Statistical bandwidth sharing: a study of congestion at flow level. | Slim Ben Fredj, Thomas Bonald, Alexandre Proutire, G. Rgni, James W. Roberts |