A. Aldo Faisal
Imperial College London
H-index: 37
Europe-United Kingdom
Top articles of A. Aldo Faisal
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The'Sandwich'meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding | arXiv preprint arXiv:2404.06868 | Xiaoxi Wei Jyotindra Narayan A Aldo Faisal | 2024/4/10 |
Speaker-Independent Dysarthria Severity Classification using Self-Supervised Transformers and Multi-Task Learning | arXiv preprint arXiv:2403.00854 | Lauren Stumpf Balasundaram Kadirvelu Sigourney Waibel A Aldo Faisal | 2024/2/29 |
Bridging the equity gap towards inclusive artificial intelligence in healthcare diagnostics | See Chai Carol Chan Ana Luisa Neves Azeem Majeed Aldo Faisal | 2024/2/29 | |
Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning | Advances in Neural Information Processing Systems | Arnaud Robert Ciara Pike-Burke Aldo A Faisal | 2024/2/13 |
Motor Learning Mechanisms are not modified by Feedback Manipulations in a Real-World Task | bioRxiv | Federico Nardi Aldo A Faisal Shlomi Haar | 2024 |
Data-driven decision support for individualised cardiovascular resuscitation in sepsis: a scoping review and primer for clinicians | Finneas Jacob Robson Catling Myura Nagendran Paul Festor Zuzanna Bien Steve Harris | 2023 | |
Mindcraft, a Mobile Mental Health Monitoring Platform for Children and Young People: Development and Acceptability Pilot Study | JMIR Formative Research | Balasundaram Kadirvelu Teresa Bellido Bel Xiaofei Wu Victoria Burmester Shayma Ananth | 2023/6/26 |
Towards AI-Controlled Movement Restoration: Learning FES-Cycling Stimulation with Reinforcement Learning | Nat Wannawas A Aldo Faisal | 2023/9/24 | |
EEG decoding for datasets with heterogenous electrode configurations using transfer learning graph neural networks | Journal of Neural Engineering | Jinpei Han Xiaoxi Wei A Aldo Faisal | 2023/12/12 |
Finite-state Offline Reinforcement Learning with Moment-based Bayesian Epistemic and Aleatoric Uncertainties | Filippo Valdettaro Aldo A Faisal | 2023/7/20 | |
Research briefing | Victor L Ríos Pavan Ramdya | 2022/5/11 | |
Towards ai-controlled fes-restoration of arm movements: neuromechanics-based reinforcement learning for 3-d reaching | Nat Wannawas A Aldo Faisal | 2023/4/24 | |
Bill-EVR: An Embodied Virtual Reality Framework for Reward-and-Error-Based Motor Rehab-Learning | Federico Nardi Shlomi Haar A Aldo Faisal | 2023/9/24 | |
Movement indication | 2023/11/14 | ||
Interaction of doctors with explainable RL decision support via behavioural readouts of eye-tracking | Myura Nagendran Paul Festor Matthieu Komorowski Anthony C Gordon Aldo A Faisal | 2023/7/20 | |
A wearable motion capture suit and machine learning predict disease progression in Friedreich’s ataxia | Nature Medicine | Balasundaram Kadirvelu Constantinos Gavriel Sathiji Nageshwaran Jackson Ping Kei Chan Suran Nethisinghe | 2023/1 |
Federated deep transfer learning for EEG decoding using multiple BCI tasks | Xiaoxi Wei A Aldo Faisal | 2023/4/24 | |
Physics-informed reinforcement learning via probabilistic co-adjustment functions | arXiv preprint arXiv:2309.05404 | Nat Wannawas A Aldo Faisal | 2023/9/11 |
Quantifying the impact of AI recommendations with explanations on prescription decision making | NPJ Digital Medicine | Myura Nagendran Paul Festor Matthieu Komorowski Anthony C Gordon Aldo A Faisal | 2023/11/7 |
Adversarial Distributional Reinforcement Learning against Extrapolated Generalization | Luchen Li Aldo A Faisal | 2023/7/20 |
Co-Authors
