Javier Campos

1. End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
   2025/01/24 by Giuseppe Di Guglielmo, Di Guglielmo, Giuseppe, Botao Du +29 · 1 voice · 7 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum many-body systems #cs.LG #quant-ph
2. hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
   2025/12/01 by J. F. Schulte, Benjamin Ramhorst, Schulte, Jan-Frederik +102 · 2 voices · 3 citations
   Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques
3. Loss Landscape Analysis for Reliable Quantized ML Models for Scientific Sensing
   2025/02/12 by Tommaso Lisini Baldi, Javier Campos, Baldi, Tommaso +11 · 1 citation
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research #Machine Learning and Data Classification