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Data-Efficient Learning via Clustering-Based Sensitivity Sampling:
  Foundation Models and Beyond

Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond

27 February 2024
Kyriakos Axiotis
Vincent Cohen-Addad
Monika Henzinger
Sammy Jerome
Vahab Mirrokni
David Saulpic
David P. Woodruff
Michael Wunder
ArXivPDFHTML

Papers citing "Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond"

3 / 3 papers shown
Title
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
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
Pruning Neural Networks via Coresets and Convex Geometry: Towards No
  Assumptions
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
M. Tukan
Loay Mualem
Alaa Maalouf
3DPC
30
21
0
18 Sep 2022
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
228
31,150
0
16 Jan 2013
1