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Frederic Branchaud-Charron's picture
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Frederic Branchaud-Charron

Dref360
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https://dref360.github.io/
  • Dref360

AI & ML interests

Bayesian deep learning, uncertainty estimation, and trustworthiness.

Organizations

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authored 5 papers over 1 year ago

Azimuth: Systematic Error Analysis for Text Classification

Paper β€’ 2212.08216 β€’ Published Dec 16, 2022

Can Active Learning Preemptively Mitigate Fairness Issues?

Paper β€’ 2104.06879 β€’ Published Apr 14, 2021

Spectral Metric for Dataset Complexity Assessment

Paper β€’ 1905.07299 β€’ Published May 17, 2019

Bayesian active learning for production, a systematic study and a reusable library

Paper β€’ 2006.09916 β€’ Published Jun 17, 2020 β€’ 1

Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning

Paper β€’ 2106.12059 β€’ Published Jun 22, 2021
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