Stephen Mussmann
Stanford University
H-index: 12
North America-United States
Top articles of Stephen Mussmann
Labelbench: A comprehensive framework for benchmarking adaptive label-efficient learning
2023/12/22
Datacomp: In search of the next generation of multimodal datasets
Advances in Neural Information Processing Systems
2024/2/13
Samir Yitzhak Gadre
H-Index: 2
Thao Nguyen
H-Index: 1
Mitchell Wortsman
H-Index: 5
Jieyu Zhang
H-Index: 4
Rahim Entezari
H-Index: 2
Vivek Ramanujan
H-Index: 4
Stephen Mussmann
H-Index: 7
Ranjay Krishna
H-Index: 19
Olga Saukh
H-Index: 13
Shuran Song
H-Index: 24
Hannaneh Hajishirzi
H-Index: 32
Ali Farhadi
H-Index: 5
Sewoong Oh
H-Index: 32
Yair Carmon
H-Index: 12
Ludwig Schmidt
H-Index: 24
An experimental design framework for label-efficient supervised finetuning of large language models
arXiv preprint arXiv:2401.06692
2024/1/12
Vocalexplore: Pay-as-you-go video data exploration and model building
Proceedings of the VLDB Endowment
2023/9/1
Active learning with expected error reduction
arXiv preprint arXiv:2211.09283
2022/11/17
Stephen Mussmann
H-Index: 7
Data Subset Selection via Machine Teaching
2022/9/29
Comparing the value of labeled and unlabeled data in method-of-moments latent variable estimation
2021/3/18
Understanding and analyzing the effectiveness of uncertainty sampling
2021
Stephen Mussmann
H-Index: 7
Concept bottleneck models
International Conference on Machine Learning, 5338-5348
2020/7/9
On the importance of adaptive data collection for extremely imbalanced pairwise tasks
arXiv preprint arXiv:2010.05103
2020/10/10
A tight analysis of greedy yields subexponential time approximation for uniform decision tree
2020
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