2021
- Remote Electrical Tilt Optimization via Safe Reinforcement Learning|
F Vannella, G Iakovidis, EA Hakim, E Aumayr, S Feghhi | IEEE Wireless Communications and Networking Conference | 2021 - Towards Optimal Attacks in Reinforcement Learning|
A Russo, A Proutiere | IEEE American Control Conference | 2021 - Data Poisoning in Data Driven Control|
A Russo, A Proutiere | IEEE American Control Conference | 2021 - Minimizing Information Leakage in Stochastic Systems|
A Russo, A Proutiere | In preparation | 2021 - Data Poisoning in Data Driven Control: the KTH Live-in lab study case|
A Russo, A Proutiere | Submitted | 2021
2020
- Off-policy Learning for Remote Electrical Tilt Optimization|
F Vannella, J Jeong, A Proutiere | IEEE Vehicular Technology Conference | 2020 - Reinforcement Learning with Imitation for Cavity Filter Tuning|
Lindståhl, S. and Lan, X. | 2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics | 2020 - Predictive Bandits|
Lindståhl, S., Proutiere, A. and Johnsson, A. | IEEE Conference on Decision and Control | 2020 - Optimal Best-arm Identification in Linear Bandits|
Y. Jedra, A. Proutiere | Advances in Neural Information Processing Systems | 2020 - Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator|
Y. Jedra, A. Proutiere | IEEE Conference on Decision and Control | 2020 - Regret in Online Recommendation Systems|
K. Ariu, N. Ryu, S. Yun, and A. Proutiere | Neural Information Processing Systems (NeurIPS) | 2020 - Optimal Algorithms for Multiplayer Multi-Armed Bandits|
P. Wang, A. Proutiere, K. Ariu, Y. Jedra, A. Russo | International Conference on Artificial Intelligence and Statistics (AISTATS) | 2020
2019
- Optimal Attacks on Reinforcement Learning Policies|
A. Russo, A. Proutiere | arXiv preprint arXiv:1907.13548, 2019 | 2019 - Strategic arrivals to queues offering priority service|
R Talak, D Manjunath, A Proutiere | Queueing Systems 92 (1-2), 103-130, 2019 | 2019 - Sample Complexity Lower Bounds for Linear System Identification|
Y Jedra, A Proutiere | arXiv preprint arXiv:1903.10343, 2019 | 2019 - Distributed Online Linear Regression|
D Yuan, A Proutiere, G Shi | arXiv preprint arXiv:1902.04774, 2019 | 2019
2018
- Generic Asymptotically Optimal Algorithms for Multi-Armed Bandits|
R Combes, S Magureanu, A Proutiere | 2018 56th Annual Allerton Conference on Communication, Control, and …, 2018 | 2018 - Appearance-Based 3D Gaze Estimation with Personal Calibration|
E Lindén, J Sjöstrand, A Proutiere | arXiv preprint arXiv:1807.00664, 2018 | 2018 - Learning proportionally fair allocations with low regret|
MS Talebi, A Proutiere | Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (2 …, 2018 | 2018 - Online Learning of Optimally Diverse Rankings|
S Magureanu, A Proutiere, M Isaksson, B Zhang | Abstracts of the 2018 ACM International Conference on Measurement and …, 2018 | 2018 - Multi-armed bandit with additional observations|
D Yun, A Proutiere, S Ahn, J Shin, Y Yi | Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (1 …, 2018 | 2018 - Exploration in Structured Reinforcement Learning|
J Ok, A Proutiere, D Tranos | Advances in Neural Information Processing Systems, 8874-8882, 2018 | 2018
2017
- Clustering in Block Markov Chains|
J Sanders, A Proutière, SY Yun | arXiv preprint arXiv:1712.09232, 2017 | 2017 - Online learning of optimally diverse rankings|
S Magureanu, A Proutiere, M Isaksson, B Zhang | Proceedings of the ACM on Measurement and Analysis of Computing Systems 1 (2 …, 2017 | 2017 - A stochastic multi-armed bandit approach to nonparametric H?-norm estimation|
MI Müller, PE Valenzuela, A Proutiere, CR Rojas | 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 4632-4637, 2017 | 2017 - Boolean Gossip Networks|
B Li, J Wu, H Qi, A Proutiere, G Shi | IEEE/ACM Transactions on Networking 26 (1), 118-130, 2017 | 2017 - Collaborative clustering: Sample complexity and efficient algorithms|
J Ok, SY Yun, A Proutiere, R Mochaourab | International Conference on Algorithmic Learning Theory, 288-329, 2017 | 2017 - Stochastic online shortest path routing: The value of feedback|
MS Talebi, Z Zou, R Combes, A Proutiere, M Johansson | IEEE Transactions on Automatic Control 63 (4), 915-930, 2017 | 2017 - Reinforcement Learning: A Graduate Course (6hp)|
A Proutiere | | 2017 - Consistent change point detection for piecewise constant signals with normalized fused lasso|
A Owrang, M Malek-Mohammadi, A Proutiere, M Jansson | IEEE Signal Processing Letters 24 (6), 799-803, 2017 | 2017 - Optimal Clustering Algorithms in Block Markov Chains|
J Sanders, A Proutière | arXiv preprint arXiv:1712.09232, 2017 | 2017 - Viral initialization for spectral clustering|
V Petrosyan, A Proutiere | Proceedings of the European Symposium on Artificial Neural Networks …, 2017 | 2017 - Minimal exploration in structured stochastic bandits|
R Combes, S Magureanu, A Proutiere | Advances in Neural Information Processing Systems, 1763-1771, 2017 | 2017
2016
- Optimal distributed scheduling in wireless networks under the SINR interference model|
P Chaporkar, S Magureanu, A Proutiere, P Chaporkar, S Magureanu, … | IEEE/ACM Transactions on Networking (TON) 24 (4), 2033-2045, 2016 | 2016 - An optimal algorithm for stochastic matroid bandit optimization|
MS Talebi, A Proutiere | Proceedings of the 2016 International Conference on Autonomous Agents …, 2016 | 2016 - Cluster-aided mobility predictions|
J Jeong, M Leconte, A Proutiere | IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 2016 - Viral clustering: A robust method to extract structures in heterogeneous datasets|
V Petrosyan, A Proutiere | Thirtieth AAAI Conference on Artificial Intelligence, 2016 | 2016 - The evolution of beliefs over signed social networks|
G Shi, A Proutiere, M Johansson, JS Baras, KH Johansson | Operations Research 64 (3), 585-604, 2016 | 2016 - Optimal cluster recovery in the labeled stochastic block model|
SY Yun, A Proutiere | Advances in Neural Information Processing Systems, 965-973, 2016 | 2016
2015
- Network synchronization with convexity|
G Shi, A Proutiere, KH Johansson | SIAM Journal on Control and Optimization 53 (6), 3562-3583, 2015 | 2015 - Emergent behaviors over signed random dynamical networks: Relative-state-flipping model|
G Shi, A Proutiere, M Johansson, JS Baras, KH Johansson | IEEE Transactions on Control of Network Systems 4 (2), 369-379, 2015 | 2015 - Optimality of Spectral Algorithms for Community Detection in the Labeled Stochastic Block Model|
SY Yun, A Proutiere | arXiv preprint arXiv:1510.05956, 2015 | 2015 - Boolean Gossiping Networks|
B Li, J Wu, H Qi, A Proutiere, G Shi | arXiv preprint arXiv:1507.03323, 2015 | 2015 - Feedback design for quantum state manipulation by measurements|
S Fu, G Shi, A Proutiere, MR James | 2015 American Control Conference (ACC), 104-107, 2015 | 2015 - Mobility prediction using non-parametric bayesian model|
J Jeong, M Leconte, A Proutiere | arXiv preprint arXiv:1507.03292, 2015 | 2015 - Fluid Spectrum Access–ERC grant 308267 Mid-term Scientific Report|
A Proutiere | | 2015 - Learning to rank: Regret lower bounds and efficient algorithms|
R Combes, S Magureanu, A Proutiere, C Laroche | ACM SIGMETRICS Performance Evaluation Review 43 (1), 231-244, 2015 | 2015 - Distributed proportional fair load balancing in heterogenous systems|
SY Yun, A Proutiere | ACM SIGMETRICS Performance Evaluation Review 43 (1), 17-30, 2015 | 2015 - Streaming, memory limited matrix completion with noise|
SY Yun, M Lelarge, A Proutiere | arXiv preprint arXiv:1504.03156, 2015 | 2015 - Stochastic and adversarial combinatorial bandits|
R Combes, M Lelarge, A Proutiere, MS Talebi | arXiv preprint arXiv:1502.03475, 2015 | 2015 - Combinatorial bandits revisited|
R Combes, MSTM Shahi, A Proutiere | Advances in Neural Information Processing Systems, 2116-2124, 2015 | 2015 - Fast and memory optimal low-rank matrix approximation|
SY Yun, A Proutiere | Advances in Neural Information Processing Systems, 3177-3185, 2015 | 2015 - Greedy-Bayes for targeted news dissemination|
L Massoulié, MI Ohannessian, A Proutière | ACM SIGMETRICS International Conference on Measurement and Modeling of …, 2015 | 2015
2014
- Accurate community detection in the stochastic block model via spectral algorithms|
SY Yun, A Proutiere | arXiv preprint arXiv:1412.7335, 2014 | 2014 - Feedback policies for measurement-based quantum state manipulation|
S Fu, G Shi, A Proutiere, MR James | Physical Review A 90 (6), 062328, 2014 | 2014 - Emergent behaviors over signed random dynamical networks: State-flipping model|
G Shi, A Proutiere, M Johansson, JS Baras, KH Johansson | IEEE Transactions on Control of Network Systems 2 (2), 142-153, 2014 | 2014 - Decentralized relaying algorithm for mobile devices|
D Gunawardena, T Karagiannis, A Proutiere, M Vojnovic | US Patent 8,886,731, 2014 | 2014 - Dynamic rate and channel selection in cognitive radio systems|
R Combes, A Proutiere | IEEE Journal on Selected Areas in Communications 33 (5), 910-921, 2014 | 2014 - Unimodal bandits without smoothness|
R Combes, A Proutiere | arXiv preprint arXiv:1406.7447, 2014 | 2014 - Online shortest path routing: The value of information|
Z Zou, A Proutiere, M Johansson | 2014 American Control Conference, 2142-2147, 2014 | 2014 - Dynamic channel and transmission rate selection|
DS Gunawardena, PB Key, A Proutiere, B Radunovic | US Patent 8,743,822, 2014 | 2014 - Community detection via random and adaptive sampling|
SY Yun, A Proutiere | Conference on Learning Theory, 138-175, 2014 | 2014 - Lipschitz bandits: Regret lower bounds and optimal algorithms|
S Magureanu, R Combes, A Proutiere | arXiv preprint arXiv:1405.4758, 2014 | 2014 - Optimal rate sampling in 802.11 systems|
R Combes, A Proutiere, D Yun, J Ok, Y Yi | IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 2760-2767, 2014 | 2014 - Distributed load balancing in heterogenous systems|
SY Yun, A Proutiere | 2014 48th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2014 | 2014 - Unimodal bandits: Regret lower bounds and optimal algorithms|
R Combes, A Proutiere | International Conference on Machine Learning, 521-529, 2014 | 2014 - Streaming, memory limited algorithms for community detection|
SY Yun, A Proutiere | Advances in Neural Information Processing Systems, 3167-3175, 2014 | 2014
2013
- Randomized consensus with attractive and repulsive links|
G Shi, A Proutiere, M Johansson, KH Johansson | 52nd IEEE Conference on Decision and Control, 2599-2604, 2013 | 2013 - Sampling based optimization|
R Combes, J Lu, A Proutière | | 2013 - An introduction to stochastic approximation|
R Combes, J Lu, A Proutière | Literature, 1-9, 2013 | 2013 - Optimal bidding strategies and equilibria in dynamic auctions with budget constraints|
R Gummadi, P Key, A Proutiere | Available at SSRN 2066175, 2013 | 2013 - Continuous-time distributed optimization of homogenous dynamics|
G Shi, A Proutiere, KH Johansson | 2013 51st Annual Allerton Conference on Communication, Control, and …, 2013 | 2013 - Emergent behaviors over signed random networks in dynamical environments|
G Shi, A Proutiere, M Johansson, J Baras, KH Johansson | arXiv preprint arXiv:1309.5488, 2013 | 2013 - Optimal First-order Methods|
J Lu, R Combes, A Proutiere | | 2013 - Gradient Descent and Subgradient Methods|
J Lu, R Combes, A Proutiere | | 2013 - Spectrum bandit optimization|
M Lelarge, A Proutiere, MS Talebi | 2013 IEEE Information Theory Workshop (ITW), 1-5, 2013 | 2013 - Dynamic channel and transmission rate selection|
DS Gunawardena, PB Key, A Proutiere, B Radunovic | US Patent 8,422,444, 2013 | 2013 - On downlink capacity of cellular data networks with WLAN/WPAN relays|
B Radunovic, A Proutiere | IEEE/ACM Transactions on Networking (TON) 21 (1), 286-296, 2013 | 2013 - Impact of storage on the efficiency and prices in real-time electricity markets|
N Gast, JY Le Boudec, A Proutière, DC Tomozei | Proceedings of the fourth international conference on Future energy systems …, 2013 | 2013 - Two-target algorithms for infinite-armed bandits with Bernoulli rewards|
T Bonald, A Proutiere | Advances in Neural Information Processing Systems, 2184-2192, 2013 | 2013
2012
- Special Issue on Recent Trends in the Mathematics of Wireless Communication Networks: Algorithms, Models and Methods—Part 2; Guest Editors: Sem Borst, Alexandre Proutiere …|
S Borst, A Proutiere, D Shah | QUEUEING SYSTEMS 72 (3-4), 189-191, 2012 | 2012 - Distributed optimization: Convergence conditions from a dynamical system perspective|
G Shi, A Proutiere, KH Johansson | arXiv preprint arXiv:1210.6685, 2012 | 2012 - Asymptotic stability region of slotted aloha|
C Bordenave, D McDonald, A Proutiere | IEEE Transactions on Information Theory 58 (9), 5841-5855, 2012 | 2012 - Load balancing via random local search in closed and open systems|
A Ganesh, S Lilienthal, D Manjunath, A Proutiere, F Simatos | Queueing systems 71 (3), 321-345, 2012 | 2012 - Repeated auctions under budget constraints: Optimal bidding strategies and equilibria|
R Gummadi, P Key, A Proutiere | the Eighth Ad Auction Workshop, 2012 | 2012 - Scheduling method for a given transmission time slot|
T Bonald, N Hegde, A Proutiere | US Patent 8,160,010, 2012 | 2012 - Simulation-based optimization algorithms with applications to dynamic spectrum access|
N Hegde, A Proutière | 2012 46th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2012 | 2012 - Distributed strategic learning with application to network security|
H Tembine, H Tembine, M Aghassi, D Bertsimas, C Alós-Ferrer, N Netzer, … | Distributed Strategic Learning for Wireless Engineers 107 (1), xix-xix, 2012 | 2012 - Special Issue on Recent Trends in the Mathematics of Wireless Communication Networks: Algorithms, Models and Methods-Part 1 Introduction|
S Borst, A Proutiere, D Shah | Queueing systems 72 (1-2), 1-3, 2012 | 2012 - Editorial introduction (Special issue on Recent trends in the mathematics of wireless communication networks: Algorithms, models and methods)|
SC Borst, A Proutière, D Shah | Queueing Systems: Theory and Applications 72 (1-2), 1-3, 2012 | 2012
2011
- Dynamic channel, rate selection and scheduling for white spaces|
B Radunovic, A Proutiere, D Gunawardena, P Key | Proceedings of the Seventh COnference on emerging Networking EXperiments and …, 2011 | 2011 - Full-duplex wireless communications|
B Radunovic, N Singh, DS Gunawardena, A Proutiere, PB Key | US Patent 8,031,744, 2011 | 2011 - Optimal bidding strategies in dynamic auctions with budget constraints|
R Gummadi, PB Key, A Proutiere | 2011 49th Annual Allerton Conference on Communication, Control, and …, 2011 | 2011 - Scoop: decentralized and opportunistic multicasting of information streams|
D Gunawardena, T Karagiannis, A Proutiere, E Santos-Neto, M Vojnovic | Proceedings of the 17th annual international conference on Mobile computing …, 2011 | 2011 - Backlog-based random access in wireless networks: fluid limits and delay issues|
N Bouman, S Borst, J van Leeuwaarden, A Proutiere | Proceedings of the 23rd International Teletraffic Congress, 39-46, 2011 | 2011 - Efficient and fair MAC for wireless networks with self-interference cancellation|
N Singh, D Gunawardena, A Proutiere, B Radunovi, HV Balan, P Key | 2011 International Symposium of Modeling and Optimization of Mobile, Ad Hoc …, 2011 | 2011 - Hop limited flooding over dynamic networks|
M Vojnovi?, A Proutiere | 2011 Proceedings IEEE INFOCOM, 685-693, 2011 | 2011 - Exploiting channel diversity in white spaces|
B Radunovic, A Proutiere, D Gunawardena, P Key | Technical Report MSR-TR-2011–53, 2011 | 2011 - A queueing analysis of data networks|
T Bonald, A Proutiere | Queueing Networks, 729-765, 2011 | 2011
2010
- Insensitivity and stability of random-access networks|
PM van de Ven, SC Borst, JSH Van Leeuwaarden, A Proutiere | Performance Evaluation 67 (11), 1230-1242, 2010 | 2010 - Opportunistic medium access in multi-channel wireless systems: A learning approach|
G Kasbekar, A Proutiere | 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010 | 2010 - Rethinking indoor wireless mesh design: Low power, low frequency, full-duplex|
B Radunovic, D Gunawardena, P Key, A Proutiere, N Singh, V Balan, … | 2010 Fifth IEEE Workshop on Wireless Mesh Networks, 1-6, 2010 | 2010 - Load balancing via random local search in closed and open systems|
A Ganesh, S Lilienthal, D Manjunath, A Proutiere, F Simatos | ACM SIGMETRICS Performance Evaluation Review 38 (1), 287-298, 2010 | 2010 - Rate adaptation games in wireless LANs: Nash equilibrium and price of anarchy|
P Chaporkar, A Proutiere, B Radunoviae | 2010 Proceedings IEEE INFOCOM, 1-9, 2010 | 2010 - Learning to optimally exploit multi-channel diversity in wireless systems|
P Chaporkar, A Proutière, H Asnani | 2010 Proceedings IEEE INFOCOM, 1-9, 2010 | 2010 - Resource allocation over network dynamics without timescale separation|
A Proutiere, Y Yi, T Lan, M Chiang | 2010 Proceedings IEEE INFOCOM, 1-5, 2010 | 2010 - Random capture algorithms fluid limits and stability|
M Feuillet, A Proutiere, P Robert | 2010 Information Theory and Applications Workshop (ITA), 1-4, 2010 | 2010 - Networked estimation under contention?based medium access|
M Rabi, L Stabellini, A Proutiere, M Johansson | International Journal of Robust and Nonlinear Control: IFAC?Affiliated …, 2010 | 2010 - Random multi-access algorithms in networks with partial interaction: A mean field analysis|
C Bordenave, D McDonald, A Proutiere | Networks and Heterogeneous Media 5 (1), 31-62, 2010 | 2010 - Towards utility?optimal random access without message passing|
J Liu, Y Yi, A Proutiere, M Chiang, HV Poor | Wireless Communications and Mobile Computing 10 (1), 115-128, 2010 | 2010
2009
- Flow-level performance and capacity of wireless networks with user mobility|
T Bonald, S Borst, N Hegde, M Jonckheere, A Proutiere | Queueing Systems 63 (1-4), 131, 2009 | 2009 - Characterizing podcast services: publishing, usage, and dissemination|
D Gunawardena, T Karagiannis, A Proutiere, M Vojnovic | Proceedings of the 9th ACM SIGCOMM conference on Internet measurement, 209-222, 2009 | 2009 - Routing games with elastic traffic|
P Key, A Proutiere | ACM SIGMETRICS Performance Evaluation Review 37 (2), 63-64, 2009 | 2009