Juston Moore

1. Local Latent Space Bayesian Optimization over Structured Inputs
   2022/01/28 by Natalie Maus, Haydn T. Jones, Maus, Natalie +9 · 8 citations
   Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Machine Learning in Materials Science
2. An Exact Kernel Equivalence for Finite Classification Models
   2023/08/01 by Brian Bell, Bell, Brian, Michael Geyer +7 · 1 voice · 1 citation
   Computer Science · #F.2 #FOS: Computer and information sciences #G.1 #Machine Learning (cs.LG) #cs.LG
3. Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures
   2024/03/21 by Sayanton V. Dibbo, Adam Breuer, Dibbo, Sayanton V. +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptographic Implementations and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition
   2023/08/23 by Sayanton V. Dibbo, Dibbo, Sayanton V., Juston Moore +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
5. Bound Tightening using Rolling-Horizon Decomposition for Neural Network Verification
   2024/01/10 by Haoruo Zhao, Hassan Hijazi, Zhao, Haoruo +9 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Mathematics #Optimization and Control (math.OC)
6. Persistent Classification: A New Approach to Stability of Data and Adversarial Examples
   2024/04/11 by Brian Bell, Bell, Brian, Michaël Geyer +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)