Ameet Talwalkar

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Ángel Alexander Cabrera

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Publications

2023
[j12]
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Gregory Plumb, Nari Johnson, Ángel Alexander Cabrera, Ameet Talwalkar:
Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models. Trans. Mach. Learn. Res. 2023 (2023)
[c59]
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  - conf/chi/CabreraFBHTHP23
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Ángel Alexander Cabrera, Erica Fu, Donald Bertucci, Kenneth Holstein, Ameet Talwalkar, Jason I. Hong, Adam Perer:
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning. CHI 2023: 419:1-419:14
[i66]
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  - journals/corr/abs-2302-04732
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Ángel Alexander Cabrera, Erica Fu, Donald Bertucci, Kenneth Holstein, Ameet Talwalkar, Jason I. Hong, Adam Perer:
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning. CoRR abs/2302.04732 (2023)
[i62]
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  - journals/corr/abs-2306-08167
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Nari Johnson, Ángel Alexander Cabrera, Gregory Plumb, Ameet Talwalkar:
Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms. CoRR abs/2306.08167 (2023)
2022
[i51]
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  - journals/corr/abs-2207-04104
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Gregory Plumb, Nari Johnson, Ángel Alexander Cabrera, Marco Túlio Ribeiro, Ameet Talwalkar:
Evaluating Systemic Error Detection Methods using Synthetic Images. CoRR abs/2207.04104 (2022)
2020
[c31]
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Gregory Plumb, Maruan Al-Shedivat, Ángel Alexander Cabrera, Adam Perer, Eric P. Xing, Ameet Talwalkar:
Regularizing Black-box Models for Improved Interpretability. NeurIPS 2020

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