منابع مشابه
Monotonic Calibrated Interpolated Look-Up Tables
Real-world machine learning applications may require functions to be fast-to-evaluate and interpretable, in particular, guaranteed monotonicity of the learned function can be critical to user trust. We propose meeting these goals for low-dimensional machine learning problems by learning flexible, monotonic functions using calibrated interpolated look-up tables. We extend the structural risk min...
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ژورنال
عنوان ژورنال: Bulletin of the American Mathematical Society
سال: 1917
ISSN: 0002-9904
DOI: 10.1090/s0002-9904-1917-02985-0