Scalable Model Evaluation

Scalable Model Evaluation is a systematic methodology within machine learning for big data that enables the efficient and effective assessment of model performance across increasingly large datasets and complex models by leveraging computational scalability and statistical rigor to maintain accuracy and feasibility.

Publications

5.9K

Citations

651

Authors

181

Institutions

Publications per year

2017–2026

Parents

Machine Learning For Big Data

Publications

Training Compute-Optimal Large Language Models

Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch et al. · arXiv (Cornell University) · 2022 · 664 citations · Full text

Computing, Computer Science, Computational Linguistics +14

PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

Guocheng Qian, Yuchen Li, Houwen Peng et al. · arXiv (Cornell University) · 2022 · 415 citations · Full text

Computing, Computer Science, Computer Vision +16

Finding your friends and following them to where you are

Adam Sadilek, Henry Kautz, Jeffrey P. Bigham · 2012 · 349 citations

Computing, Information Systems, Data Mining +16

NetworkCloudSim: Modelling Parallel Applications in Cloud Simulations

Saurabh Garg, Rajkumar Buyya · 2011 · 282 citations · Full text

Computing, Cloud Computing, Computer Science +17

Improving the performance of predictive process modeling for large datasets

Andrew O. Finley, Huiyan Sang, Sudipto Banerjee et al. · Computational Statistics & Data Analysis · 2008 · 238 citations · Full text

Computing, Chemical Engineering, Data Science +12

1–5 of 94

Authors

651

CC
Chris Chute
Stanford University, United States
2 publications · 197 citations
2
h-index
NB
Norah Borus
Stanford University, United States
2 publications · 197 citations
2
h-index
PR
Pranav Rajpurkar
Stanford University, United States
2 publications · 197 citations
2
h-index
ZF
Zhe Feng
Pacific Northwest National Laboratory, United States
2 publications · 102 citations
2
h-index
ZZ
Zhixiao Zhang
National Tsing Hua University, Taiwan
2 publications · 102 citations
2
h-index

1–5 of 651

Institutions

181

1–8 of 181

Venues

arXiv (Cornell University)
Repository · 21 publications · 1.8K citations
18
h-index
Bioinformatics
2 publications · 68 citations
2
h-index
Surgery
2 publications · 76 citations
2
h-index
HAL (Le Centre pour la Communication Scientifique Directe)
Repository · 1 publications · 12 citations
1
h-index
Chemical Engineering Journal
1 publications · 36 citations
1
h-index

1–5