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Interpretable by Design: Learning Predictors by Composing Interpretable Queries

Chattopadhyay, A; Slocum, S; Haeffele, BD; Vidal, R; Geman, D

Chattopadhyay, A (通讯作者),Johns Hopkins Univ, Math Inst Data Sci, Ctr Imaging Sci, Baltimore, MD 21218 USA.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023; 45 (6): 7430

Abstract

There is a growing concern about typically opaque decision-making with high-performance machine learning algorithms. Providing an explanation of the r......

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