Juan Andrés Bazerque

61 papers C 2Misc 8Journal 35Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RKHS Representation of Algebraic Convolutional Filters with Integral Operators. CoRR Alejandro Parada-Mayorga, Alejandro Ribeiro, Juan Andrés Bazerque
2025	J	`jnl`	A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement Learning. CoRR Sergio Rozada, Santiago Paternain, Juan Andrés Bazerque, Antonio G. Marques
2025	—	`conf`	Bilinear Decomposition of Mixed Integer Linear Programs for Multi-Agent Motion Planning on Quantum Computers. CAMSAP Leopoldo Agorio, Santiago Paternain, Juan Andrés Bazerque
2025	J	`jnl`	Convolutional Filtering With RKHS Algebras. IEEE Trans. Signal Process. Alejandro Parada-Mayorga, Leopoldo Agorio, Alejandro Ribeiro, Juan Andrés Bazerque
2025	J	`jnl`	Cooperative Multi-Agent Assignment over Stochastic Graphs via Constrained Reinforcement Learning. CoRR Leopoldo Agorio, Sean Van Alen, Santiago Paternain, Miguel Calvo-Fullana, Juan Andrés Bazerque
2025	J	`jnl`	Cross-Learning from Scarce Data via Multi-Task Constrained Optimization. CoRR Leopoldo Agorio, Juan Cerviño, Miguel Calvo-Fullana, Alejandro Ribeiro, Juan Andrés Bazerque
2025	—	`conf`	Multi-Agent Assignment over Stochastic Graphs via Learning Feasibility. CDC Leopoldo Agorio, Sean Van Alen, Santiago Paternain, Miguel Calvo-Fullana, Juan Andrés Bazerque
2024	J	`jnl`	A Networked Multiagent System for Mobile Wireless Infrastructure on Demand. IEEE Trans. Robotics Miguel Calvo-Fullana, Mikhail Gerasimenko, Daniel Mox, Leopoldo Agorio, Mariana del Castillo, Vijay Kumar, Alejandro Ribeiro, Juan Andrés Bazerque
2024	—	`conf`	A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement Learning. IEEECONF Sergio Rozada, Santiago Paternain, Juan Andrés Bazerque, Antonio G. Marques
2024	—	`conf`	Combined learning and optimal power flow for storage dispatch in grids with renewables. ISGT Rodrigo Porteiro, Fernando Paganini, Juan Andrés Bazerque
2024	J	`jnl`	Convolutional Filtering with RKHS Algebras. CoRR Alejandro Parada-Mayorga, Leopoldo Agorio, Alejandro Ribeiro, Juan Andrés Bazerque
2024	J	`jnl`	Learning safety critics via a non-contractive binary bellman operator. CoRR Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2024	—	`conf`	Multi-agent assignment via state augmented reinforcement learning. L4DC Leopoldo Agorio, Sean Van Alen, Miguel Calvo-Fullana, Santiago Paternain, Juan Andrés Bazerque
2024	J	`jnl`	Multi-agent assignment via state augmented reinforcement learning. CoRR Leopoldo Agorio, Sean Van Alen, Miguel Calvo-Fullana, Santiago Paternain, Juan Andrés Bazerque
2023	J	`jnl`	A Networked Multi-Agent System for Mobile Wireless Infrastructure on Demand. CoRR Miguel Calvo-Fullana, Mikhail Gerasimenko, Daniel Mox, Leopoldo Agorio, Mariana del Castillo, Vijay Kumar, Alejandro Ribeiro, Juan Andrés Bazerque
2023	Misc	`conf`	Learning Safety Critics via a Non-Contractive Binary Bellman Operator. ACSSC Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2023	J	`jnl`	Learning to Act Safely With Limited Exposure and Almost Sure Certainty. IEEE Trans. Autom. Control. Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2023	Misc	`conf`	Multi-Task Bias-Variance Trade-Off Through Functional Constraints. ICASSP Juan Cerviño, Juan Andrés Bazerque, Miguel Calvo-Fullana, Alejandro Ribeiro
2022	J	`jnl`	Multi-task Bias-Variance Trade-off Through Functional Constraints. CoRR Juan Cerviño, Juan Andrés Bazerque, Miguel Calvo-Fullana, Alejandro Ribeiro
2022	J	`jnl`	Policy Gradient for Continuing Tasks in Discounted Markov Decision Processes. IEEE Trans. Autom. Control. Santiago Paternain, Juan Andrés Bazerque, Alejandro Ribeiro
2022	—	`conf`	Reinforcement Learning with Almost Sure Constraints. L4DC Agustin Castellano, Hancheng Min, Enrique Mallada, Juan Andrés Bazerque
2021	J	`jnl`	Learning to Act Safely with Limited Exposure and Almost Sure Certainty. CoRR Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2021	C	`conf`	Learning to be safe, in finite time. ACC Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2021	Misc	`conf`	Model-free safe policy learning via hard action barrier functions. CISS Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2021	J	`jnl`	Multi-Task Reinforcement Learning in Reproducing Kernel Hilbert Spaces via Cross-Learning. IEEE Trans. Signal Process. Juan Cerviño, Juan Andrés Bazerque, Miguel Calvo-Fullana, Alejandro Ribeiro
2021	—	`conf`	Multi-task Supervised Learning via Cross-learning. EUSIPCO Juan Cerviño, Juan Andrés Bazerque, Miguel Calvo-Fullana, Alejandro Ribeiro
2021	J	`jnl`	Reinforcement Learning with Almost Sure Constraints. CoRR Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2021	J	`jnl`	Stochastic Policy Gradient Ascent in Reproducing Kernel Hilbert Spaces. IEEE Trans. Autom. Control. Santiago Paternain, Juan Andrés Bazerque, Austin Small, Alejandro Ribeiro
2020	J	`jnl`	Assured RL: Reinforcement Learning with Almost Sure Constraints. CoRR Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2020	—	`conf`	Learning the operation of energy storage systems from real trajectories of demand and renewables. ISGT Agustin Castellano, Juan Andrés Bazerque
2020	J	`jnl`	Learning to be safe, in finite time. CoRR Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2020	J	`jnl`	Multi-task Reinforcement Learning in Reproducing Kernel Hilbert Spaces via Cross-learning. CoRR Juan Cerviño, Juan Andrés Bazerque, Miguel Calvo-Fullana, Alejandro Ribeiro
2020	J	`jnl`	Multi-task Supervised Learning via Cross-learning. CoRR Juan Cerviño, Juan Andrés Bazerque, Miguel Calvo-Fullana, Alejandro Ribeiro
2020	J	`jnl`	Policy Gradient for Continuing Tasks in Non-stationary Markov Decision Processes. CoRR Santiago Paternain, Juan Andrés Bazerque, Alejandro Ribeiro
2020	J	`jnl`	Quadratic approximate dynamic programming for scheduling water resources: a case study. CoRR Agustin Castellano, Camila Martínez, Pablo Monzón, Juan Andrés Bazerque, Andrés Ferragut, Fernando Paganini
2019	—	`conf`	Demand Response and Ancillary Services for Supercomputing and Datacenters. ISUM Sergio Nesmachnow, Santiago Iturriaga, Jonathan Muraña, Sebastian Montes de Oca, Gonzalo Belcredi, Pablo Monzón, Pablo Belzarena, Juan Andrés Bazerque
2019	C	`conf`	Meta-Learning through Coupled Optimization in Reproducing Kernel Hilbert Spaces. ACC Juan Cerviño, Juan Andrés Bazerque, Miguel Calvo-Fullana, Alejandro Ribeiro
2019	—	`conf`	Policy Improvement Directions for Reinforcement Learning in Reproducing Kernel Hilbert Spaces. CDC Santiago Paternain, Juan Andrés Bazerque, Austin Small, Alejandro Ribeiro
2018	—	`conf`	Learning Policies for Markov Decision Processes in Continuous Spaces. CDC Santiago Paternain, Juan Andrés Bazerque, Austin Small, Alejandro Ribeiro
2018	Misc	`conf`	Stochastic Optimization of Power Systems with Risk Constraints And Sparsely Distributed Storage. ICASSP Juan Andrés Bazerque
2018	J	`jnl`	Stochastic Policy Gradient Ascent in Reproducing Kernel Hilbert Spaces. CoRR Santiago Paternain, Juan Andrés Bazerque, Austin Small, Alejandro Ribeiro
2017	Misc	`conf`	Control of networked systems in the graph-frequency domain. ACSSC Juan Andrés Bazerque, Pablo Monzón
2013	—	`conf`	Identifiability of sparse structural equation models for directed and cyclic networks. GlobalSIP Juan Andrés Bazerque, Brian Baingana, Georgios B. Giannakis
2013	J	`jnl`	Inference of Gene Regulatory Networks with Sparse Structural Equation Models Exploiting Genetic Perturbations. PLoS Comput. Biol. Xiaodong Cai, Juan Andrés Bazerque, Georgios B. Giannakis
2013	Misc	`conf`	Inference of Poisson count processes using low-rank tensor data. ICASSP Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2013	J	`jnl`	Nonparametric Basis Pursuit via Sparse Kernel-Based Learning: A Unifying View with Advances in Blind Methods. IEEE Signal Process. Mag. Juan Andrés Bazerque, Georgios B. Giannakis
2013	J	`jnl`	Nonparametric Basis Pursuit via Sparse Kernel-based Learning CoRR Juan Andrés Bazerque, Georgios B. Giannakis
2013	J	`jnl`	Rank Regularization and Bayesian Inference for Tensor Completion and Extrapolation. IEEE Trans. Signal Process. Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2013	J	`jnl`	Rank regularization and Bayesian inference for tensor completion and extrapolation CoRR Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2012	J	`jnl`	Group sparse Lasso for cognitive network sensing robust to model uncertainties and outliers. Phys. Commun. Emiliano Dall'Anese, Juan Andrés Bazerque, Georgios B. Giannakis
2012	—	`conf`	Nonparametric low-rank tensor imputation. SSP Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2011	Misc	`conf`	Basis pursuit for spectrum cartography. ICASSP Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2011	—	`conf`	Gene network inference via sparse structural equation modeling with genetic perturbations. GENSiPS Xiaodong Cai, Juan Andrés Bazerque, Georgios B. Giannakis
2011	J	`jnl`	Group-Lasso on Splines for Spectrum Cartography. IEEE Trans. Signal Process. Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2010	Misc	`conf`	Distributed Lasso for in-network linear regression. ICASSP Juan Andrés Bazerque, Gonzalo Mateos, Georgios B. Giannakis
2010	J	`jnl`	Distributed sparse linear regression. IEEE Trans. Signal Process. Gonzalo Mateos, Juan Andrés Bazerque, Georgios B. Giannakis
2010	J	`jnl`	Distributed spectrum sensing for cognitive radio networks by exploiting sparsity. IEEE Trans. Signal Process. Juan Andrés Bazerque, Georgios B. Giannakis
2010	J	`jnl`	Online adaptive estimation of sparse signals: where RLS meets the l1-norm. IEEE Trans. Signal Process. Daniele Angelosante, Juan Andrés Bazerque, Georgios B. Giannakis
2008	J	`jnl`	Distributed Scheduling and Resource Allocation for Cognitive OFDMA Radios. Mob. Networks Appl. Juan Andrés Bazerque, Georgios B. Giannakis
2008	—	`conf`	Distributed spectrum sensing for cognitive radios by exploiting sparsity. ACSCC Juan Andrés Bazerque, Georgios B. Giannakis
2007	—	`conf`	Distributed Scheduling and Resource Allocation for Cognitive OFDMA Radios. CrownCom Juan Andrés Bazerque, Georgios B. Giannakis