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math.ST2022
Demographic Parity Constrained Minimax Optimal Regression under Linear Model
Kazuto Fukuchi, Jun Sakuma
We explore the minimax optimal error associated with a demographic parity-constrained regression problem within the context of a linear model. Our proposed model encompasses a broa…
math.ST2019
Locally Differentially Private Minimum Finding
Kazuto Fukuchi, Chia-Mu Yu, Arashi Haishima +1
We investigate a problem of finding the minimum, in which each user has a real value and we want to estimate the minimum of these values under the local differential privacy constr…