Aldo Faisal - RankMe

23 papers A 1Misc 1Journal 12Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Offline Bayesian Aleatoric and Epistemic Uncertainty Quantification and Posterior Value Optimisation in Finite-State MDPs. UAI Filippo Valdettaro, Aldo Faisal
2023	J	`jnl`	Breaking bad news in the era of artificial intelligence and algorithmic medicine: an exploration of disclosure and its ethical justification using the hedonic calculus. AI Ethics Benjamin Post, Cosmin Badea, Aldo Faisal, Stephen J. Brett
2022	J	`jnl`	Breaking Bad News in the Era of Artificial Intelligence and Algorithmic Medicine: An Exploration of Disclosure and its Ethical Justification using the Hedonic Calculus. CoRR Benjamin Post, Cosmin Badea, Aldo Faisal, Stephen J. Brett
2021	J	`jnl`	CNNATT: Deep EEG & fNIRS Real-Time Decoding of bimanual forces. CoRR Pablo Ortega, Tong Zhao, Aldo Faisal
2021	—	`conf`	Deep Real-Time Decoding of bimanual grip force from EEG & fNIRS. NER Pablo Ortega, Tong Zhao, Aldo Faisal
2021	—	`conf`	HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks. NER Pablo Ortega, Aldo Faisal
2021	J	`jnl`	HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks. CoRR Pablo Ortega, Aldo Faisal
2021	—	`conf`	Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing. NER Denghao Li, Pablo Ortega, Xiaoxi Wei, Aldo Faisal
2021	J	`jnl`	Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing. CoRR Denghao Li, Pablo Ortega, Xiaoxi Wei, Aldo Faisal
2019	J	`jnl`	Action Grammars: A Cognitive Model for Learning Temporal Abstractions. CoRR Robert Tjarko Lange, Aldo Faisal
2019	J	`jnl`	Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. CoRR Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez
2019	J	`jnl`	RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems. CoRR Ekaterina Abramova, Luke Dickens, Daniel Kuhn, Aldo Faisal
2018	J	`jnl`	Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calibration Matters. CoRR Aniruddh Raghu, Omer Gottesman, Yao Liu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, Emma Brunskill
2018	J	`jnl`	Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI. CoRR Pablo Ortega, Cédric Colas, Aldo Faisal
2018	J	`jnl`	Evaluating Reinforcement Learning Algorithms in Observational Health Settings. CoRR Omer Gottesman, Fredrik D. Johansson, Joshua Meier, Jack Dent, Donghun Lee, Srivatsan Srinivasan, Linying Zhang, Yi Ding, David Wihl, Xuefeng Peng, Jiayu Yao, Isaac Lage, Christopher Mosch, Li-Wei H. Lehman, Matthieu Komorowski, Aldo Faisal, Leo Anthony Celi, David A. Sontag, Finale Doshi-Velez
2018	Misc	`conf`	Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. AMIA Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez
2018	J	`jnl`	Representation Balancing MDPs for Off-Policy Policy Evaluation. CoRR Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, Emma Brunskill
2017	—	`ed.`	Proceedings of the 5th International Congress on Neurotechnology, Electronics and Informatics, NEUROTECHNIX 2017, Funchal, Madeira, Portugal, October 30-31, 2017. NEUROTECHNIX Antonio Pedotti, Luís Azevedo, Aldo Faisal
2016	—	`ed.`	Proceedings of the 4th International Congress on Neurotechnology, Electronics and Informatics, NEUROTECHNIX 2016, Porto, Portugal, November 7-8, 2016. NEUROTECHNIX Hermano Igo Krebs, Antonio Pedotti, Aldo Faisal
2015	—	`conf`	Data-efficient hand motor imagery decoding in EEG-BCI by using Morlet wavelets & Common Spatial Pattern algorithms. NER Andrea Ferrante, Constantinos Gavriel, Aldo Faisal
2015	—	`ed.`	Proceedings of the 3rd International Congress on Neurotechnology, Electronics and Informatics, NEUROTECHNIX 2015, Lisbon, Portugal, November 16-17, 2015. NEUROTECHNIX Aldo Faisal, Hermano Igo Krebs, Antonio Pedotti
2015	—	`conf`	Towards a brain-derived neurofeedback framework for unsupervised personalisation of Brain-Computer Interfaces. NER Andrea Ferrante, Constantinos Gavriel, Aldo Faisal
2011	—	`conf`	Combining Markov Decision Processes with Linear Optimal Controllers. ICCSW Ekaterina Abramova, Aldo Faisal, Daniel Kuhn