Optimizing Data Collection for Machine Learning

Optimizing Data Collection for Machine Learning

3 October 2022

Sanja Fidler

Papers citing "Optimizing Data Collection for Machine Learning"

4 / 4 papers shown

Title
Strategies and impact of learning curve estimation for CNN-based image classification Laura Didyk Brayden Yarish Michael A. Beck C. Bidinosti Christopher J. Henry 22 0 0 12 Oct 2023
A Meta-Learning Approach to Predicting Performance and Data Requirements Achin Jain Gurumurthy Swaminathan Paolo Favaro Hao Yang Avinash Ravichandran ... Alessandro Achille O. Dabeer Bernt Schiele A. Swaminathan Stefano Soatto 37 8 0 02 Mar 2023
Scalable Modular Synthetic Data Generation for Advancing Aerial Autonomy Mehrnaz Sabet Praveen Palanisamy Sakshi Mishra 35 4 0 10 Nov 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 261 4,489 0 23 Jan 2020