Engel, Andrew

1. Spectral Evolution and Invariance in Linear-width Neural Networks
   2022/11/11 by Zhichao Wang, Andrew G. Engel, Wang, Zhichao +7 · 6 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
2. Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
   2023/05/23 by Engel, Andrew, Wang, Zhichao, Frank, Natalie S. +4 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Exploring Learned Representations of Neural Networks with Principal Component Analysis
   2023/09/27 by Harlev, Amit, Engel, Andrew, Stinis, Panos +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Preliminary Report on Mantis Shrimp: a Multi-Survey Computer Vision Photometric Redshift Model
   2024/02/05 by Andrew G. Engel, Gautham Narayan, Engel, Andrew +3 · 1 citation
   Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Marine and fisheries research
5. Mantis Shrimp: Exploring Photometric Band Utilization in Computer Vision Networks for Photometric Redshift Estimation
   2025/01/15 by Andrew G. Engel, Engel, Andrew, Nell Byler +9 · 1 citation
   Engineering · #Infrared Target Detection Methodologies #Calibration and Measurement Techniques #Astronomical Observations and Instrumentation