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Human-in-the-Loop Interpretability Prior.
Lage I, Ross AS, Kim B, Gershman SJ, Doshi-Velez F. Lage I, et al. Adv Neural Inf Process Syst. 2018 Dec;31:https://proceedings.neurips.cc/paper/2018/file/0a7d83f084ec258aefd128569dda03d7-Paper.pdf. Adv Neural Inf Process Syst. 2018. PMID: 33623354 Free PMC article.
Human Evaluation of Models Built for Interpretability.
Lage I, Chen E, He J, Narayanan M, Kim B, Gershman SJ, Doshi-Velez F. Lage I, et al. Proc AAAI Conf Hum Comput Crowdsourc. 2019;7(1):59-67. Epub 2019 Oct 28. Proc AAAI Conf Hum Comput Crowdsourc. 2019. PMID: 33623933 Free PMC article.
Toward Robust policy Summarization: Extended Abstract.
Lage I, Lifschitz D, Doshi-Velez F, Amir O. Lage I, et al. Auton Agent Multi Agent Syst. 2019 May;2019:2081-2083. Auton Agent Multi Agent Syst. 2019. PMID: 33628085 Free PMC article.
Do clinicians follow heuristics in prescribing antidepressants?
Lage I, Pradier MF, McCoy TH Jr, Perlis RH, Doshi-Velez F. Lage I, et al. Among authors: doshi velez f. J Affect Disord. 2022 Aug 15;311:110-114. doi: 10.1016/j.jad.2022.04.128. Epub 2022 Apr 23. J Affect Disord. 2022. PMID: 35472480
45 results