Davis, Andrew

1. Low-Rank Approximations for Conditional Feedforward Computation in Deep Neural Networks
   2013/12/16 by Andrew Davis, Andrew S. Davis, Davis, Andrew +2 · 10 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Sparse and Compressive Sensing Techniques #cs.LG
2. Parallel local approximation MCMC for expensive models
   2016/07/10 by Conrad, Patrick, Davis, Andrew, Marzouk, Youssef +2 · 1 citation
   #60J22 #62F15 #65C40 #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
3. Defending Large Language Models Against Attacks With Residual Stream Activation Analysis
   2024/06/05 by Amelia Kawasaki, Andrew Davis, Kawasaki, Amelia +3 · 2 citations
   Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning