Marrero, Carlos Ortiz

1. Entanglement Induced Barren Plateaus
   2020/10/29 by Marrero, Carlos Ortiz, Kieferová, Mária, Wiebe, Nathan · 22 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
2. Hypernetwork Science via High-Order Hypergraph Walks
   2019/06/26 by Aksoy, Sinan G., Joslyn, Cliff, Marrero, Carlos Ortiz +2 · 3 citations
   #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
3. Evaluating generative networks using Gaussian mixtures of image features
   2021/10/08 by Lorenzo Luzi, Luzi, Lorenzo, Carlos Ortiz Marrero +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
4. Generating Approximate Ground States of Molecules Using Quantum Machine Learning
   2022/10/11 by Jack Ceroni, Ceroni, Jack, Torin F. Stetina +9 · 2 citations
   Computer Science · Materials Science · Physics and Astronomy · #FOS: Physical sciences #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems
5. The SVD of Convolutional Weights: A CNN Interpretability Framework
   2022/08/14 by Brenda Praggastis, Praggastis, Brenda, Davis Brown +9 · 2 citations
   Computer Science · #05C65 #68T01 #68T07 #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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
6. Application-level Benchmarking of Quantum Computers using Nonlocal Game Strategies
   2023/11/02 by Furches, Jim, Chehade, Sarah, Hamilton, Kathleen +2 · 1 citation
   #FOS: Physical sciences #Quantum Physics (quant-ph)