%0 Journal Article %J Manufacturing & Service Operations Management [submitted] %D 2020 %T Data Analytics for Creative Processes: Designing the Next Great Product %A Zazo, Javier %A Calmon, Flavio %A Goodwin, Richard %A Calmon, Andre %B Manufacturing & Service Operations Management [submitted] %G eng %U http://ssrn.com/abstract=3524885 %0 Journal Article %J IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing %D 2019 %T Convolutional Dictionary Learning in Hierarchical Networks %A Zazo, Javier %A Bahareh Tolooshams %A Ba, Demba %B IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing %G eng %U https://arxiv.org/abs/1907.09881 %0 Journal Article %J ACML2019 workshop on Machine Learning for Trajectory, Activity, and Behavior %D 2019 %T Distributed Non-Convex Least Squares Localization Problem %A Zazo, Javier %A Melanie F. Pradier %A Zazo, Santiago %B ACML2019 workshop on Machine Learning for Trajectory, Activity, and Behavior %G eng %U http://acml-tab2019.animal-behavior-challenge.org/ %0 Generic %D 2019 %T Technology Factsheet: Internet of Things %A Kim, Nathaniel %A Insup Lee %A Zazo, Javier %E Belei, Bogdan %I Belfer Center for Science and International Affairs, Harvard Kennedy School %G eng %U https://www.belfercenter.org/publication/technology-factsheet-internet-things %0 Conference Paper %B 6th International Conference on Learning Representations (ICLR) %D 2018 %T Learning Parametric Closed-Loop Policies for Markov Potential Games %A Valcarcel Macua, Sergio %A Zazo, Javier %A Zazo, Santiago %B 6th International Conference on Learning Representations (ICLR) %G eng %0 Journal Article %J [submitted] %D 2018 %T Strong duality in nonconvex quadratic problems with non-overlapping quadratic constraints %A Zazo, Javier %A Zazo, Santiago %B [submitted] %G eng %0 Journal Article %J EURASIP Journal on Wireless Communications and Networking %D 2017 %T Pursuit-evasion games: a tractable framework for antijamming games in aerial attacks %A Parras, Juan %A Zazo, Santiago %A del Val, Jorge %A Zazo, Javier %A Valcarcel Macua, Sergio %B EURASIP Journal on Wireless Communications and Networking %V 2017 %P 69 %G eng %N 1 %R 10.1186/s13638-017-0857-8 %0 Journal Article %J IEEE Transactions on Smart Grid %D 2017 %T Robust Worst-Case Analysis of Demand-Side Management in Smart Grids %A Zazo, Javier %A Zazo, Santiago %A Valcarcel Macua, Sergio %B IEEE Transactions on Smart Grid %V 8 %P 662-673 %8 March %G eng %N 2 %R 10.1109/TSG.2016.2559583 %0 Conference Paper %B Learning, Inference and Control of Multi-Agent Systems workshop in NIPS %D 2016 %T Closed-Loop Stochastic Dynamic Potential Games with Parametric Policies and Constraints %A Valcarcel Macua, Sergio %A Zazo, Javier %A Zazo, Santiago %B Learning, Inference and Control of Multi-Agent Systems workshop in NIPS %G eng %0 Journal Article %J IEEE Transactions on Signal Processing %D 2016 %T Dynamic Potential Games With Constraints: Fundamentals and Applications in Communications %A Zazo, Santiago %A Valcarcel Macua, Sergio %A Sánchez-Fernández, Matilde %A Zazo, Javier %K Batteries %K Dynamic games %K dynamic programming %K Game Theory %K Games %K Mathematical model %K multiple access %K network flow %K optimal control %K Relays %K Resource Allocation %K scheduling %K smart grid %K Smart grids %B IEEE Transactions on Signal Processing %V 64 %P 3806-3821 %8 July %G eng %N 14 %R 10.1109/TSP.2016.2551693 %0 Conference Paper %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %D 2016 %T Learning in constrained stochastic dynamic potential games %A Valcarcel Macua, Sergio %A Zazo, Santiago %A Zazo, Javier %K Approximate dynamic programming %K constrained state-action subsets %K constrained stochastic dynamic potential games %K continuous potential games %K game MNE %K Game Theory %K Games %K Indexes %K Integrated circuits %K learning (artificial intelligence) %K Markov Nash equilibrium %K Markov processes %K multi-agent %K network flow %K network flow optimization model %K optimisation %K Random variables %K reinforcement learning %K reinforcement learning approach %K relay networks (telecommunication) %K Relays %K reward model %K single-control problem %K state transition model %K stochastic games %K stochastic rewards %K stochastic time varying environment %K telecommunication computing %K telecommunication power supplies %K vector space %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %P 4568-4572 %8 March %G eng %R 10.1109/ICASSP.2016.7472542 %0 Conference Paper %B IEEE Statistical Signal Processing Workshop (SSP) %D 2016 %T A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games %A Parras, Juan %A del Val, Jorge %A Zazo, Santiago %A Zazo, Javier %A Valcarcel Macua, Sergio %K anti-jamming games %K Bellman equations %K differential equations %K differential game theory tools %K Game Theory %K Games %K Isaacs equations %K jamming %K Mathematical model %K mobile communication %K mobile networks %K pursuit-evasion games %K Relays %K UAV %K UAVs %K unmanned aerial vehicles %B IEEE Statistical Signal Processing Workshop (SSP) %P 1-5 %8 June %G eng %R 10.1109/SSP.2016.7551804 %0 Conference Paper %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %D 2016 %T Non-monotone quadratic potential games with single quadratic constraints %A Zazo, Javier %A Zazo, Santiago %A Valcarcel Macua, Sergio %K centralized method %K Convergence %K convergence behavior %K Convex functions %K Couplings %K distributed algorithms %K Game Theory %K Games %K Linear programming %K Nash equilibria %K Nash equilibrium %K Non-convex quadratic optimization %K non-monotone games %K nonconvex potential function %K nonmonotone quadratic potential game %K optimization %K Pareto analysis %K Pareto efficiency %K Pareto efficient solution %K single quadratic constraint %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %P 4373-4377 %8 March %G eng %R 10.1109/ICASSP.2016.7472503 %0 Conference Paper %B 24th European Signal Processing Conference (EUSIPCO) %D 2016 %T Optimal attack and defence of large scale networks using mean field theory %A del Val, Jorge %A Zazo, Santiago %A Valcarcel Macua, Sergio %A Zazo, Javier %A Parras, Juan %K Communication networks %K dynamic programming %K Europe %K Game Theory %K Games %K large scale network security %K mean field %K mean field game theory %K network %K network theory (graphs) %K optimal attack policy %K optimal control %K optimal decentralised defence policy %K Random variables %K Security %K Signal processing %K telecommunication security %B 24th European Signal Processing Conference (EUSIPCO) %P 973-977 %8 Aug %G eng %R 10.1109/EUSIPCO.2016.7760393 %0 Journal Article %J Sensors %D 2016 %T Underwater Electromagnetic Sensor Networks, Part II: Localization and Network Simulations %A Zazo, Javier %A Valcarcel Macua, Sergio %A Zazo, Santiago %A Pérez, Marina %A Pérez-Álvarez, Iván %A Jiménez, Eugenio %A Cardona, Laura %A Brito, Joaqu{\'ın Hernández %A Quevedo, Eduardo %B Sensors %I Multidisciplinary Digital Publishing Institute %V 16 %P 2176 %G eng %N 12 %R 10.3390/s16122176 %0 Conference Paper %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %D 2015 %T Distributed black-box optimization of nonconvex functions %A Valcarcel Macua, Sergio %A Zazo, Santiago %A Zazo, Javier %K adaptive networks %K Approximation methods %K concave programming %K Convergence %K convergence method %K convergence of numerical methods %K cross-entropy %K diffusion strategies %K distributed algorithm %K distributed algorithms %K distributed stochastic approximation %K empirical performance %K global optimization %K gradient method %K gradient methods %K Monte Carlo methods %K nonconvex function distributed black-box optimization %K optimization %K Signal processing algorithms %K stochastic approximation %K Stochastic Processes %K stochastic programming %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %P 3591-3595 %8 April %G eng %R 10.1109/ICASSP.2015.7178640 %0 Conference Paper %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %D 2015 %T A new framework for solving dynamic scheduling games %A Zazo, Santiago %A Valcarcel Macua, Sergio %A Sánchez-Fernández, Matilde %A Zazo, Javier %K augmented Bellman equation %K centralized implementations %K communications systems %K dynamic control problem %K dynamic infinite horizon discrete-time game %K dynamic potential games %K Dynamic scheduling %K Fading %K Fairness %K Game Theory %K Games %K Mathematical model %K non-stationary multivariate optimum control problem %K optimal control %K optimization %K optimum scheduling %K telecommunication scheduling %K Vehicle dynamics %K Wireless communication %B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) %P 2071-2075 %8 April %G eng %R 10.1109/ICASSP.2015.7178335 %0 Conference Paper %B 22nd European Signal Processing Conference (EUSIPCO) %D 2014 %T A control theoretic approach to solve a constrained uplink power dynamic game %A Zazo, Santiago %A Zazo, Javier %A Sánchez-Fernández, Matilde %K Batteries %K constrained uplink power control dynamic game approach %K differential games %K discrete-time version %K economics %K Equations %K Games %K interference %K Mathematical model %K multivariate optimum control problem %K Power control %K Uplink %B 22nd European Signal Processing Conference (EUSIPCO) %P 401-405 %8 Sept %G eng %U http://ieeexplore.ieee.org/document/6952099/ %0 Conference Paper %B 22nd European Signal Processing Conference (EUSIPCO) %D 2014 %T Distributed cognitive radio systems with temperature-interference constraints and overlay scheme %A Zazo, Javier %A Zazo, Santiago %A Valcarcel Macua, Sergio %K cognitive radio %K distributed cognitive radio systems %K femtocells %K gain %K Game Theory %K Games %K interference %K Jacobian matrices %K Nash equilibrium %K noncooperative game %K overlay scheme %K primary users %K PU relays %K QoS %K quality of service %K radiofrequency interference %K Relays %K secondary users %K self-organized network deployment %K self-organized networks %K small cells %K SU %K temperature-interference constraints %K transmission rate %K transmission rate maximization %K variational inequalities %K wireless networks %B 22nd European Signal Processing Conference (EUSIPCO) %P 855-859 %8 Sept %G eng %U http://ieeexplore.ieee.org/document/6952270/ %0 Conference Paper %B IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM) %D 2014 %T How to implement doubly-stochastic matrices for consensus-based distributed algorithms %A Valcarcel Macua, Sergio %A Moreno Leon, Carlos %A J. S. Romero %A S. S. Pereira %A Zazo, Javier %A Pagés-Zamora, Alba %A R. López-Valcarce %A Zazo, Santiago %K asynchronous topology %K changing topology %K Consensus %K consensus-based distributed algorithms %K Contiki OS %K distributed algorithms %K doubly-stochastic combination matrices %K Estimation %K faulty sensors %K matrix algebra %K Network topology %K noisy topology %K protocol %K Protocols %K robust estimation %K Robustness %K Signal processing algorithms %K Stochastic Processes %K telecommunication network topology %K topology %K wireless sensor network %K wireless sensor networks %B IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM) %P 333-336 %8 June %G eng %R 10.1109/SAM.2014.6882409