Raúl Santos‐Rodríguez
- Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL
2022/09/08 by Taku Yamagata, Yamagata, Taku, Ahmed Khalil +3 · 15 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Fuel Cells and Related Materials #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an\n Autoencoded Embedding
2019/08/16 by Ryan McConville, McConville, Ryan, Raúl Santos‐Rodríguez +5 · 6 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Non-Invasive Vital Sign Monitoring #Time Series Analysis and Forecasting
- On the relation between statistical learning and perceptual distances
2021/06/08 by Alexander Hepburn, Valero Laparra, Hepburn, Alexander +7 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
- Safe and Robust Reinforcement Learning: Principles and Practice
2024/03/27 by Taku Yamagata, Yamagata, Taku, Raúl Santos‐Rodríguez +1 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Software Reliability and Analysis Research #Systems and Control (eess.SY) #electronic engineering #information engineering
- Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills
2021/11/16 by Taku Yamagata, Yamagata, Taku, Ryan McConville +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
- Sampling Based On Natural Image Statistics Improves Local Surrogate Explainers
2022/08/08 by Ricardo Kleinlein, Kleinlein, Ricardo, Alexander Hepburn +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Self-Supervised Multimodal Fusion Transformer for Passive Activity Recognition
2022/08/15 by Armand Kassaï Koupaï, Koupai, Armand K., Mohammud Junaid Bocus +7 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
- Capturing Requirements for a Data Annotation Tool for Intensive Care: Experimental User-Centered Design Study
2023/09/28 by Marceli Wac, Raúl Santos‐Rodríguez, Wac, Marceli +5 · 1 citation
Decision Sciences · Health Professions · Medicine · #Data Quality and Management #Electronic Health Records Systems #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Human-Computer Interaction (cs.HC)
- Exploring the Requirements of Clinicians for Explainable AI Decision Support Systems in Intensive Care
2024/11/18 by Jeffrey N. Clark, Matthew Wragg, Clark, Jeffrey N. +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)