Adrian Alan Pol

1. hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices
   2021/03/09 by Farah Fahim, Fahim, Farah, Hawks, Benjamin +56 · 17 citations
   Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
2. Anomaly Detection With Conditional Variational Autoencoders
   2020/10/12 by Adrian Alan Pol, Victor Berger, Pol, Adrian Alan +6 · 6 citations
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Particle physics theoretical and experimental studies
3. Detector monitoring with artificial neural networks at the CMS experiment at the CERN Large Hadron Collider
   2018/07/27 by Adrian Alan Pol, Pol, Adrian Alan, G. Cerminara +7 · 3 citations
   Medicine · Physics and Astronomy · #COVID-19 diagnosis using AI #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
4. Knowledge Distillation for Anomaly Detection
   2023/10/09 by Adrian Alan Pol, Pol, Adrian Alan, Ekaterina Govorkova +13 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
5. FIT: A Metric for Model Sensitivity
   2022/10/16 by Ben Zandonati, Adrian Alan Pol, Zandonati, Ben +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Image and Signal Denoising Methods #Machine Learning (cs.LG)