Jun 11, 2023 · Abstract:The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for ...
The Right to Explanation is an important regula- tory principle that allows individuals to request actionable explanations for algorithmic decisions.
Abstract. The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for algorithmic decisions ...
Jul 31, 2023 · The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for algorithmic ...
How much do the gradients for a model with parameters θD1 change when fine-tuning on a slightly shifted dataset D2, resulting in new parameters θ2? Theorem 1.
In this section, we provide the proofs for the theory presented in the main paper. We present the notations here again for convenience in Table 1.
On Minimizing the Impact of Dataset Shifts on Actionable Explanations. AP Meyer, D Ley, S Srinivas, H Lakkaraju. Proceedings of the Thirty-Ninth Conference on ...
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On Minimizing the Impact of Dataset Shifts on Actionable Explanations Anna Meyer*, Dan Ley*, Suraj Srinivas, Himabindu Lakkaraju Conference on Uncertainty ...
Co-authors ; On Minimizing the Impact of Dataset Shifts on Actionable Explanations. AP Meyer, D Ley, S Srinivas, H Lakkaraju. UAI 2023, 2023. 4, 2023 ; On the ...
The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for algorithmic decisions. However, ...