Aldo A. Faisal

17 papers A* 2A 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions.
CoRR
Saleh Afroogh, Seyd Ishtiaque Ahmed, Petra Ahrweiler, David Alvarez-Melis, Mansur Maturidi Arief, Emilia Barakova, Falco J. Bargagli-Stoffi, Erdem Biyik, Hanjie Chen, Xiang 'Anthony' Chen, Robert Clements, Keeley Crockett, Amit Dhurandhar, Fethiye Irmak Dogan, Mollie Dollinger, Motahhare Eslami, Aldo A. Faisal, Arya Farahi, Melanie Fernandez Pradie, Saadia Gabrie, Diego Garcia-Olano, Marzyeh Ghassemi, Shaona Ghosh, Hatice Gunes, Ehsan Hajiramezanali, Stefan Haufe, Biwei Huang, Angel Hwang, Md Tauhidul Islam, Junfeng Jiao, Amir-Hossein Karimi, Saber Kazeminasab, Anastasia Kuzminykh, William G. La Cava, Brian Y. Lim, Xiaofeng Liu, Mohammad R. K. Mofrad, Alicia Parrish, María Pérez-Ortiz, Shriti Raj, Swabha Swayamdipta, Salmon Talebi, Kush R. Varshney, Mihaela Vorvoreanu, Lily Weng, Alice Xiang, Yiming Xu, Ding Zhao, Jieyu Zhao
2025 A conf
Efficient Exploitation of Hierarchical Structure in Sparse Reward Reinforcement Learning.
AISTATS
Gianluca Drappo, Arnaud Robert, Marcello Restelli, Aldo A. Faisal, Alberto Maria Metelli, Ciara Pike-Burke
2025 J jnl
Posterior Sampling for Reinforcement Learning on Graphs.
Trans. Mach. Learn. Res.
Arnaud Robert, Aldo A. Faisal, Ciara Pike-Burke
2024 J jnl
Eye tracking insights into physician behaviour with safe and unsafe explainable AI recommendations.
npj Digit. Medicine
Myura Nagendran, Paul Festor, Matthieu Komorowski, Anthony C. Gordon, Aldo A. Faisal
2023 J jnl
Bag of Policies for Distributional Deep Exploration.
CoRR
Asen Nachkov, Luchen Li, Giulia Luise, Filippo Valdettaro, Aldo A. Faisal
2023 J jnl
Quantifying the impact of AI recommendations with explanations on prescription decision making.
npj Digit. Medicine
Myura Nagendran, Paul Festor, Matthieu Komorowski, Anthony C. Gordon, Aldo A. Faisal
2023 A* conf
Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning.
NeurIPS
Arnaud Robert, Ciara Pike-Burke, Aldo A. Faisal
2022 J jnl
Challenges and recommendations for high quality research using electronic health records.
Frontiers Digit. Health
Kate Honeyford, Paul Expert, E. E. Mendelsohn, Benjamin Post, Aldo A. Faisal, Ben Glampson, E. K. Mayer, Ceire Costelloe
2021 — conf
Gaze-contingent decoding of human navigation intention on an autonomous wheelchair platform.
NER
Mahendran Subramanian, Suhyung Park, Pavel Orlov, Ali Shafti, Aldo A. Faisal
2020 J jnl
Optimizing Medical Treatment for Sepsis in Intensive Care: from Reinforcement Learning to Pre-Trial Evaluation.
CoRR
Luchen Li, Ignacio Albert-Smet, Aldo A. Faisal
2019 J jnl
Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs.
CoRR
Luchen Li, Matthieu Komorowski, Aldo A. Faisal
2018 — conf
Fast Orient: Lightweight Computer Vision for Wrist Control in Assistive Robotic Grasping.
BioRob
Mireia Ruiz Maymo, Ali Shafti, Aldo A. Faisal
2018 — conf
Mecbanomyograpby Based Closed-Loop Functional Electrical Stimulation Cycling System.
BioRob
Billy Woods, Mahendran Subramanian, Ali Shafti, Aldo A. Faisal
2018 A* conf
Representation Balancing MDPs for Off-policy Policy Evaluation.
NeurIPS
Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo A. Faisal, Finale Doshi-Velez, Emma Brunskill
2018 J jnl
The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making.
CoRR
Luchen Li, Matthieu Komorowski, Aldo A. Faisal
2016 J jnl
The Automatic Neuroscientist: A framework for optimizing experimental design with closed-loop real-time fMRI.
NeuroImage
Romy Lorenz, Ricardo Pio Monti, Inês R. Violante, Christoforos Anagnostopoulos, Aldo A. Faisal, Giovanni Montana, Robert Leech
2016 — conf
Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimization.
PRNI
Romy Lorenz, Ricardo Pio Monti, Adam Hampshire, Yury Koush, Christoforos Anagnostopoulos, Aldo A. Faisal, David J. Sharp, Giovanni Montana, Robert Leech, Inês R. Violante