A. Aldo Faisal

1. Mathematics for Machine Learning
   2020/02/20 by Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong · 1 voice · 7 citations
   Computer Science · #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference #Neural Networks and Applications
2. Gaze-based, Context-aware Robotic System for Assisted Reaching and\n Grasping
   2018/09/21 by Ali Shafti, Shafti, Ali, Pavel Orlov +3 · 3 citations
   Computer Science · Engineering · #Gaze Tracking and Assistive Technology #Robot Manipulation and Learning #Soft Robotics and Applications
3. Evaluating Reinforcement Learning Algorithms in Observational Health Settings
   2018/05/31 by Omer Gottesman, Fredrik Johansson, Gottesman, Omer +35 · 3 citations
   Computer Science · Economics, Econometrics and Finance · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
4. The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making
   2018/05/29 by Luchen Li, Li, Luchen, Matthieu Komorowski +3 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
5. Stopping criteria for boosting automatic experimental design using real-time fMRI with Bayesian optimization
   2015/11/24 by Romy Lorenz, Ricardo Pio Monti, Lorenz, Romy +11 · 1 citation
   Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Control Systems and Identification #FOS: Biological sciences #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)
6. The Supernumerary Robotic 3rd Thumb for Skilled Music Tasks
   2018/07/22 by James Cunningham, Anita Hapsari, Cunningham, James +7 · 1 citation
   Engineering · #Advanced Sensor and Energy Harvesting Materials #Muscle activation and electromyography studies #Prosthetics and Rehabilitation Robotics
7. Bayesian Distributional Policy Gradients
   2021/03/20 by Luchen Li, Li, Luchen, A. Aldo Faisal +1 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
8. Variational Uncertainty Decomposition for In-Context Learning
   2025/09/02 by Inuka Jayasekera, Jacob Si, Jayasekera, I. Shavindra +9 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
9. Autoregressive EHR Foundation Models with Multimodal Inputs
   2026/07/24 by Yuxuan Liu, Joshua Placidi, Jinpei Han +3
   #cs.LG
10. Pretraining EHR Foundation Models with Patient-Aware Sampling
    2026/07/24 by Joshua Placidi, Yuxuan Liu, Jinpei Han +2
    #cs.LG