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2405.20456
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Scaling Laws for the Value of Individual Data Points in Machine Learning
30 May 2024
Ian Covert
Wenlong Ji
Tatsunori Hashimoto
James Y. Zou
TDI
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Papers citing
"Scaling Laws for the Value of Individual Data Points in Machine Learning"
7 / 7 papers shown
Title
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
Yulei Qin
Yuncheng Yang
Pengcheng Guo
Gang Li
Hang Shao
Yuchen Shi
Zihan Xu
Yun Gu
Ke Li
Xing Sun
ALM
88
11
0
31 Dec 2024
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
Jiasheng Ye
Peiju Liu
Tianxiang Sun
Yunhua Zhou
Jun Zhan
Xipeng Qiu
37
60
0
25 Mar 2024
OpenDataVal: a Unified Benchmark for Data Valuation
Kevin Jiang
Weixin Liang
James Y. Zou
Yongchan Kwon
FedML
42
34
0
18 Jun 2023
Variance reduced Shapley value estimation for trustworthy data valuation
Mengmeng Wu
R. Jia
Changle Lin
Wei Huang
Xiangyu Chang
TDI
35
12
0
30 Oct 2022
Tutorial on amortized optimization
Brandon Amos
OffRL
70
42
0
01 Feb 2022
Learning Curve Theory
Marcus Hutter
128
58
0
08 Feb 2021
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
226
4,424
0
23 Jan 2020
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