Parasyris, Konstantinos
- DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
2023/10/03 by Aochuan Chen, Chen, Aochuan, Yimeng Zhang +17 · 16 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks
- Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies
2024/04/14 by Brian R. Bartoldson, Bartoldson, Brian R., James Diffenderfer +5 · 15 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ComPile: A Large IR Dataset from Production Sources
2023/09/27 by Aiden Grossman, Ludger Paehler, Grossman, Aiden +15 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research
- Taking GPU Programming Models to Task for Performance Portability
2024/02/14 by Davis, Joshua H., Sivaraman, Pranav, Kitson, Joy +5 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Can Large Language Models Predict Parallel Code Performance?
2025/05/06 by Gregory Bolet, Giorgis Georgakoudis, Bolet, Gregory +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC)