2 papers
cs.LG2024
Collage: Light-Weight Low-Precision Strategy for LLM Training
Tao Yu, Gaurav Gupta, Karthick Gopalswamy +7
Large models training is plagued by the intense compute cost and limited hardware memory. A practical solution is low-precision representation but is troubled by loss in numerical…
cs.LG2016
Topic Grids for Homogeneous Data Visualization
Shih-Chieh Su, Joseph Vaughn, Jean-Laurent Huynh
We propose the topic grids to detect anomaly and analyze the behavior based on the access log content. Content-based behavioral risk is quantified in the high dimensional space whe…