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1

VOCALExplore: Pay-as-You-Go Video Data Exploration and Mode..:

Daum, Maureen ; Zhang, Enhao ; He, Dong...
Proceedings of the VLDB Endowment. 16 (2023) 13 - p. 4188-4201 , 2023

Link: https://doi.org/10.14778..

2

A tight analysis of greedy yields subexponential time appro..:

, In: Proceedings of the Thirty-First Annual ACM-SIAM Symposium on Discrete Algorithms,

Li, Ray ; Liang, Percy ; Mussmann, Stephen - p. 102-121 , 2020

Link: https://dl.acm.org/doi/1..

3

Assortativity in Chung Lu Random Graph Models:

, In: Proceedings of the 8th Workshop on Social Network Mining and Analysis,

Mussmann, Stephen ; Moore, John ; Pfeiffer, Joseph J.. - p. 1-8 , 2014

Link: https://dl.acm.org/doi/1..

4

An Experimental Design Framework for Label-Efficient Superv..:

Bhatt, Gantavya ; Chen, Yifang ; Das, Arnav M...
http://arxiv.org/abs/2401.06692. , 2024

Link: http://arxiv.org/abs/240..

5

LabelBench: A Comprehensive Framework for Benchmarking Adap..:

Zhang, Jifan ; Chen, Yifang ; Canal, Gregory...
http://arxiv.org/abs/2306.09910. , 2023

Link: http://arxiv.org/abs/230..

6

VOCALExplore: Pay-as-You-Go Video Data Exploration and Mode..:

Daum, Maureen ; Zhang, Enhao ; He, Dong...
http://arxiv.org/abs/2303.04068. , 2023

Link: http://arxiv.org/abs/230..

7

DataComp: In search of the next generation of multimodal da..:

Gadre, Samir Yitzhak ; Ilharco, Gabriel ; Fang, Alex...
http://arxiv.org/abs/2304.14108. , 2023

Link: http://arxiv.org/abs/230..

8

Active Learning with Expected Error Reduction:

Mussmann, Stephen ; Reisler, Julia ; Tsai, Daniel...
http://arxiv.org/abs/2211.09283. , 2022

Link: http://arxiv.org/abs/221..

9

Comparing the Value of Labeled and Unlabeled Data in Method..:

Chen, Mayee F ; Cohen-Wang, Benjamin ; Mussmann, Stephen..
http://arxiv.org/abs/2103.02761. , 2021

Link: http://arxiv.org/abs/210..

10

Concept Bottleneck Models:

Koh, Pang Wei ; Nguyen, Thao ; Tang, Yew Siang...
http://arxiv.org/abs/2007.04612. , 2020

Link: http://arxiv.org/abs/200..

11

On the Importance of Adaptive Data Collection for Extremely..:

Mussmann, Stephen ; Jia, Robin ; Liang, Percy
http://arxiv.org/abs/2010.05103. , 2020

Link: http://arxiv.org/abs/201..

12

Selection via Proxy: Efficient Data Selection for Deep Lear..:

Coleman, Cody ; Yeh, Christopher ; Mussmann, Stephen...
http://arxiv.org/abs/1906.11829. , 2019

Link: http://arxiv.org/abs/190..

13

A Tight Analysis of Greedy Yields Subexponential Time Appro..:

Li, Ray ; Liang, Percy ; Mussmann, Stephen
http://arxiv.org/abs/1906.11385. , 2019

Link: http://arxiv.org/abs/190..

14

Uncertainty Sampling is Preconditioned Stochastic Gradient ..:

Mussmann, Stephen ; Liang, Percy
http://arxiv.org/abs/1812.01815. , 2018

Link: http://arxiv.org/abs/181..

15

On the Relationship between Data Efficiency and Error for U..:

Mussmann, Stephen ; Liang, Percy
http://arxiv.org/abs/1806.06123. , 2018

Link: http://arxiv.org/abs/180..

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