Karypis, Petros

1. Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
   2024/04/17 by Costas Mavromatis, Petros Karypis, Mavromatis, Costas +3 · 16 citations
   Computer Science · Engineering · #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
2. Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models
   2023/10/04 by An Yan, Yan, An, Yu Wang +19 · 7 citations
   Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
3. Extending Input Contexts of Language Models through Training on Segmented Sequences
   2023/10/23 by Karypis, Petros, McAuley, Julian, Karypis, George · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)