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Learning origin-centered halfspaces research benchmarks · SOTA2 Research

Learning origin-centered halfspaces

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Standard Gaussian distribution Adversarial noise (i.i.d.)

1Upper Bound Runtime Complexity

2

May 11, 2026

Standard Gaussian distribution Strong Massart noise, η0 = 1/2 (i.i.d.)

1Runtime Complexity (Upper Bound)

2

May 11, 2026

Standard Gaussian distribution (Massart noise, η0 = 1/2 - c) (i.i.d.)

1Upper Bound Complexity

2

May 11, 2026

Popular datasets

Standard Gaussian distribution

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