Zobrazeno 1 - 2
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pro vyhledávání: '"Sarkar, Siddhaarth"'
Nonparametric regression problems with qualitative constraints such as monotonicity or convexity are ubiquitous in applications. For example, in predicting the yield of a factory in terms of the number of labor hours, the monotonicity of the conditio
Externí odkaz:
http://arxiv.org/abs/2310.20058
Conformal inference has played a pivotal role in providing uncertainty quantification for black-box ML prediction algorithms with finite sample guarantees. Traditionally, conformal prediction inference requires a data-independent specification of mis
Externí odkaz:
http://arxiv.org/abs/2304.06158