Alessio Russo - RankMe

51 papers A* 5A 3C 5Journal 30Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	In-Context Learning for Pure Exploration in Continuous Spaces. CoRR Alessio Russo, Yin-Ching Lee, Ryan Welch, Aldo Pacchiano
2025	A	`conf`	Achieving $\widetilde{\mathcal{O}}(\sqrt{T})$ Regret in Average-Reward POMDPs with Known Observation Models. AISTATS Alessio Russo, Alberto Maria Metelli, Marcello Restelli
2025	J	`jnl`	Achieving ~O(√T) Regret in Average-Reward POMDPs with Known Observation Models. CoRR Alessio Russo, Alberto Maria Metelli, Marcello Restelli
2025	A*	`conf`	Adaptive Exploration for Multi-Reward Multi-Policy Evaluation. ICML Alessio Russo, Aldo Pacchiano
2025	J	`jnl`	Adaptive Exploration for Multi-Reward Multi-Policy Evaluation. CoRR Alessio Russo, Aldo Pacchiano
2025	J	`jnl`	Adversarial Diffusion for Robust Reinforcement Learning. CoRR Daniele Foffano, Alessio Russo, Alexandre Proutière
2025	—	`conf`	Answer Set Programming for Feature-Based Explanation of Malware Prediction. CILC Alessio Russo, Eleonora Iotti, Alessandro Dal Palù
2025	J	`jnl`	Explainable Reinforcement Learning via Temporal Policy Decomposition. CoRR Franco Ruggeri, Alessio Russo, Rafia Inam, Karl Henrik Johansson
2025	J	`jnl`	Gym4ReaL: A Suite for Benchmarking Real-World Reinforcement Learning. CoRR Davide Salaorni, Vincenzo De Paola, Samuele Delpero, Giovanni Dispoto, Paolo Bonetti, Alessio Russo, Giuseppe Calcagno, Francesco Trovò, Matteo Papini, Alberto Maria Metelli, Marco Mussi, Marcello Restelli
2025	J	`jnl`	Learning to Explore: An In-Context Learning Approach for Pure Exploration. CoRR Alessio Russo, Ryan Welch, Aldo Pacchiano
2025	J	`jnl`	Minimax off-policy evaluation and learning with subgaussian and differentiable importance weighting. Artif. Intell. Alberto Maria Metelli, Alessio Russo, Marcello Restelli
2025	A	`conf`	Pure Exploration with Feedback Graphs. AISTATS Alessio Russo, Yichen Song, Aldo Pacchiano
2025	J	`jnl`	Pure Exploration with Feedback Graphs. CoRR Alessio Russo, Yichen Song, Aldo Pacchiano
2024	J	`jnl`	Efficient Learning of POMDPs with Known Observation Model in Average-Reward Setting. CoRR Alessio Russo, Alberto Maria Metelli, Marcello Restelli
2024	—	`conf`	Fair Best Arm Identification with Fixed Confidence. CDC Alessio Russo, Filippo Vannella
2024	J	`jnl`	Fair Best Arm Identification with Fixed Confidence. CoRR Alessio Russo, Filippo Vannella
2024	J	`jnl`	Model-Free Active Exploration in Reinforcement Learning. CoRR Alessio Russo, Alexandre Proutière
2024	A*	`conf`	Multi-Reward Best Policy Identification. NeurIPS Alessio Russo, Filippo Vannella
2024	J	`jnl`	Offline Reinforcement Learning and Sequence Modeling for Downlink Link Adaptation. CoRR Samuele Peri, Alessio Russo, Gábor Fodor, Pablo Soldati
2024	J	`jnl`	Switching Latent Bandits. Trans. Mach. Learn. Res. Alessio Russo, Alberto Maria Metelli, Marcello Restelli
2023	—	`conf`	Analysis and Detectability of Offline Data Poisoning Attacks on Linear Dynamical Systems. L4DC Alessio Russo
2023	—	`conf`	Conformal Off-Policy Evaluation in Markov Decision Processes. CDC Daniele Foffano, Alessio Russo, Alexandre Proutière
2023	J	`jnl`	Conformal Off-Policy Evaluation in Markov Decision Processes. CoRR Daniele Foffano, Alessio Russo, Alexandre Proutière
2023	J	`jnl`	Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization. CoRR Axel Grönland, Alessio Russo, Yassir Jedra, Bleron Klaiqi, Xavier Gelabert
2023	A*	`conf`	Model-Free Active Exploration in Reinforcement Learning. NeurIPS Alessio Russo, Alexandre Proutière
2023	J	`jnl`	Morphological analysis of historical landscapes based on cultural DNA approach. Digit. Appl. Archaeol. Cult. Heritage Parichehr Goodarzi, Mojtaba Ansari, Mohammadjavad Mahdavinejad, Alessio Russo, Mahdi Haghighatbin, Farzad Pour Rahimian
2023	A*	`conf`	On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure. AAAI Alessio Russo, Alexandre Proutière
2023	C	`conf`	Self-Tuning Tube-based Model Predictive Control. ACC Damianos Tranos, Alessio Russo, Alexandre Proutière
2023	C	`conf`	Tube-Based Zonotopic Data-Driven Predictive Control. ACC Alessio Russo, Alexandre Proutière
2023	—	`conf`	Visual Design Checklist for Glucose Monitor App User Interface Usability Evaluation. HCI (24) Chan Juan Tu, Alessio Russo
2023	—	`conf`	What influences occupants' behavior in residential buildings: An experimental study on window operation in the KTH Live-In Lab. CCTA Mahsa Farjadnia, Angela Fontan, Alessio Russo, Karl Henrik Johansson, Marco Molinari
2023	J	`jnl`	What influences occupants' behavior in residential buildings: An experimental study on window operation in the KTH Live-In Lab. CoRR Mahsa Farjadnia, Angela Fontan, Alessio Russo, Karl Henrik Johansson, Marco Molinari
2022	J	`jnl`	Analysis and Detectability of Offline Data Poisoning Attacks on Linear Systems. CoRR Alessio Russo, Alexandre Proutière
2022	C	`conf`	Balancing detectability and performance of attacks on the control channel of Markov Decision Processes. ACC Alessio Russo, Alexandre Proutière
2022	J	`jnl`	Model Based Residual Policy Learning with Applications to Antenna Control. CoRR Viktor Eriksson Möllerstedt, Alessio Russo, Maxime Bouton
2022	J	`jnl`	On the Sample Complexity of Representation Learning in Multi-task Bandits with Global and Local structure. CoRR Alessio Russo, Alexandre Proutière
2022	J	`jnl`	Self-Tuning Tube-based Model Predictive Control. CoRR Damianos Tranos, Alessio Russo, Alexandre Proutière
2022	J	`jnl`	Tube-Based Zonotopic Data-Driven Predictive Control. CoRR Alessio Russo, Alexandre Proutière
2021	J	`jnl`	Balancing detectability and performance of attacks on the control channel of Markov Decision Processes. CoRR Alessio Russo, Alexandre Proutière
2021	—	`conf`	Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH Live-In Lab case study. MED Alessio Russo, Marco Molinari, Alexandre Proutière
2021	J	`jnl`	Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH Live-In Lab case study. CoRR Alessio Russo, Marco Molinari, Alexandre Proutière
2021	—	`conf`	Minimizing Information Leakage of Abrupt Changes in Stochastic Systems. CDC Alessio Russo, Alexandre Proutière
2021	J	`jnl`	Minimizing Information Leakage of Abrupt Changes in Stochastic Systems. CoRR Alessio Russo, Alexandre Proutière
2021	C	`conf`	Poisoning Attacks against Data-Driven Control Methods. ACC Alessio Russo, Alexandre Proutière
2021	J	`jnl`	Poisoning Attacks against Data-Driven Control Methods. CoRR Alessio Russo, Alexandre Proutière
2021	J	`jnl`	Some Ethical Issues in the Review Process of Machine Learning Conferences. CoRR Alessio Russo
2021	A*	`conf`	Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning. NeurIPS Alberto Maria Metelli, Alessio Russo, Marcello Restelli
2021	C	`conf`	Towards Optimal Attacks on Reinforcement Learning Policies. ACC Alessio Russo, Alexandre Proutière
2020	A	`conf`	Optimal Algorithms for Multiplayer Multi-Armed Bandits. AISTATS Po-An Wang, Alexandre Proutière, Kaito Ariu, Yassir Jedra, Alessio Russo
2019	J	`jnl`	Optimal Attacks on Reinforcement Learning Policies. CoRR Alessio Russo, Alexandre Proutière
2007	J	`jnl`	On Groups which contain no HNN-Extensions. Int. J. Algebra Comput. Derek J. S. Robinson, Alessio Russo, Giovanni Vincenzi