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sample based on monte-carlo estimate of expected error reduction #166

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kjappelbaum opened this issue Jan 18, 2021 · 1 comment
Open

sample based on monte-carlo estimate of expected error reduction #166

kjappelbaum opened this issue Jan 18, 2021 · 1 comment
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enhancement New feature or request feature_request no-issue-activity

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kjappelbaum commented Jan 18, 2021 •
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Sample using the technique described in Roy, N.; McCallum, A. Toward Optimal Active Learning through Monte Carlo Estimation of Error Reduction. 8.. The issue is that the paper only describes the sampling for classification, we'd need to see how to generalize to regression. An idea would be to heuristically just make histograms for y.
@kjappelbaum kjappelbaum added enhancement New feature or request feature_request labels Jan 18, 2021
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@kjappelbaum kjappelbaum reopened this Apr 27, 2021
@kjappelbaum kjappelbaum mentioned this issue Jun 14, 2021
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