all AI news
Show Your Work with Confidence: Confidence Bands for Tuning Curves
April 15, 2024, 9:45 p.m. | Mike Young
DEV Community dev.to
This is a Plain English Papers summary of a research paper called Show Your Work with Confidence: Confidence Bands for Tuning Curves. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.
Overview
- Hyperparameters significantly impact the performance of natural language processing models
- It's often difficult to determine if a method is truly better or just better tuned
- Tuning curves address this ambiguity by plotting validation performance against the …
ai aimodels analysis beginners confidence datascience english impact language machinelearning natural natural language newsletter overview paper papers performance plain english papers research research paper show summary twitter work
More from dev.to / DEV Community
Jobs in AI, ML, Big Data
Data Architect
@ University of Texas at Austin | Austin, TX
Data ETL Engineer
@ University of Texas at Austin | Austin, TX
Lead GNSS Data Scientist
@ Lurra Systems | Melbourne
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
C003549 Data Analyst (NS) - MON 13 May
@ EMW, Inc. | Braine-l'Alleud, Wallonia, Belgium
Marketing Decision Scientist
@ Meta | Menlo Park, CA | New York City