Santos-Rodriguez, Raul

1. 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
2. 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
3. OPERAnet: A Multimodal Activity Recognition Dataset Acquired from Radio Frequency and Vision-based Sensors
   2021/10/08 by Bocus, Mohammud J., Li, Wenda, Vishwakarma, Shelly +8 · 3 citations
   #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. LL-VQ-VAE: Learnable Lattice Vector-Quantization For Efficient Representations
   2023/10/13 by Khalil, Ahmed, Piechocki, Robert, Santos-Rodriguez, Raul · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. On the relation between statistical learning and perceptual distances
   2021/06/08 by Alexander Hepburn, Hepburn, Alexander, Valero Laparra +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
6. 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
7. 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
8. Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach
   2021/11/17 by Schulz, Jonas, Poyiadzi, Rafael, Santos-Rodriguez, Raul · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Understanding the properties and limitations of contrastive learning for Out-of-Distribution detection
   2022/11/06 by Keshtmand, Nawid, Santos-Rodriguez, Raul, Lawry, Jonathan · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Self-Supervised Multimodal Fusion Transformer for Passive Activity Recognition
    2022/08/15 by Armand Kassaï Koupaï, Mohammud Junaid Bocus, Koupai, Armand K. +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
11. Capturing Requirements for a Data Annotation Tool for Intensive Care: Experimental User-Centered Design Study
    2023/09/28 by Marceli Wac, Wac, Marceli, Raúl Santos‐Rodríguez +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)
12. TraCE: Trajectory Counterfactual Explanation Scores
    2023/09/27 by Clark, Jeffrey N., Small, Edward A., Keshtmand, Nawid +5 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metric Geometry (math.MG)
13. Exploring the Requirements of Clinicians for Explainable AI Decision Support Systems in Intensive Care
    2024/11/18 by Jeffrey N. Clark, Clark, Jeffrey N., Matthew Wragg +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)