Sergio Rozada - RankMe

29 papers A* 1Misc 5Journal 18Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning Policy Representations for Steerable Behavior Synthesis. CoRR Beiming Li, Sergio Rozada, Alejandro Ribeiro
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	A*	`conf`	Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs. AAAI Sergio Rozada, Dongsheng Ding, Antonio G. Marques, Alejandro Ribeiro
2025	J	`jnl`	Graph Signal Generative Diffusion Models. CoRR Yigit Berkay Uslu, Samar Hadou, Sergio Rozada, Shirin Saeedi Bidokhti, Alejandro Ribeiro
2025	J	`jnl`	Graph-Aware Diffusion for Signal Generation. CoRR Sergio Rozada, Vimal K. B., Andrea Cavallo, Antonio G. Marques, Hadi Jamali Rad, Elvin Isufi
2025	Misc	`conf`	Low-Rank Tensors for Multi-Dimensional Markov Models. ICASSP Madeline Navarro, Sergio Rozada, Antonio G. Marques, Santiago Segarra
2025	J	`jnl`	Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning. CoRR Sergio Rozada, Hoi-To Wai, Antonio G. Marques
2025	J	`jnl`	Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning. IEEE Trans. Signal Process. Sergio Rozada, Hoi-To Wai, Antonio G. Marques
2025	J	`jnl`	Solving Finite-Horizon MDPs via Low-Rank Tensors. CoRR Sergio Rozada, Jose Luis Orejuela, Antonio G. Marques
2025	—	`conf`	Unrolling Dynamic Programming via Graph Filters. CAMSAP Sergio Rozada, Samuel Rey, Gonzalo Mateos, Antonio G. Marques
2025	J	`jnl`	Unrolling Dynamic Programming via Graph Filters. CoRR Sergio Rozada, Samuel Rey, Gonzalo Mateos, Antonio G. Marques
2024	J	`jnl`	A Multi-resolution Low-rank Tensor Decomposition. CoRR Sergio Rozada, Antonio G. Marques
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	J	`jnl`	Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs. CoRR Sergio Rozada, Dongsheng Ding, Antonio G. Marques, Alejandro Ribeiro
2024	J	`jnl`	Low-Rank Tensors for Multi-Dimensional Markov Models. CoRR Madeline Navarro, Sergio Rozada, Antonio G. Marques, Santiago Segarra
2024	J	`jnl`	Matrix Low-Rank Approximation For Policy Gradient Methods. CoRR Sergio Rozada, Antonio G. Marques
2024	J	`jnl`	Matrix Low-Rank Trust Region Policy Optimization. CoRR Sergio Rozada, Antonio G. Marques
2024	Misc	`conf`	Tensor Low-Rank Approximation of Finite-Horizon Value Functions. ICASSP Sergio Rozada, Antonio G. Marques
2024	J	`jnl`	Tensor Low-rank Approximation of Finite-horizon Value Functions. CoRR Sergio Rozada, Antonio G. Marques
2024	J	`jnl`	Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning. IEEE Trans. Signal Process. Sergio Rozada, Santiago Paternain, Antonio G. Marques
2023	Misc	`conf`	Matrix Low-Rank Approximation for Policy Gradient Methods. ICASSP Sergio Rozada, Antonio G. Marques
2023	—	`conf`	Matrix Low-Rank Trust Region Policy Optimization. CAMSAP Sergio Rozada, Antonio G. Marques
2022	Misc	`conf`	A Multi-Resolution Low-Rank Tensor Decomposition. ICASSP Sergio Rozada, Antonio G. Marques
2022	J	`jnl`	Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning. CoRR Sergio Rozada, Antonio G. Marques
2021	—	`conf`	Low-rank State-action Value-function Approximation. EUSIPCO Sergio Rozada, Victor Tenorio, Antonio G. Marques
2021	J	`jnl`	Low-rank State-action Value-function Approximation. CoRR Sergio Rozada, Victor Tenorio, Antonio G. Marques
2020	J	`jnl`	Deep Multi-Agent Reinforcement Learning for Cost Efficient Distributed Load Frequency Control. CoRR Sergio Rozada, Dimitra Apostolopoulou, Eduardo Alonso
2020	—	`conf`	Overparametrized Deep Encoder-Decoder Schemes for Inputs and Outputs Defined over Graphs. EUSIPCO Samuel Rey, Victor Tenorio, Sergio Rozada, Luca Martino, Antonio G. Marques
2019	Misc	`conf`	Deep Encoder-Decoder Neural Network Architectures for Graph Output Signals. ACSSC Samuel Rey, Victor Tenorio, Sergio Rozada, Luca Martino, Antonio G. Marques