A Optimization Algorithms

A.1 Proof of Monotonicity and Submodularity In Equation (3a), we stated the objective of the knapsack cover to be f Here, we prove that it is monotone submodular. We present this algorithm in Algorithm 3. Algorithm 3: Sequential Training with FNR constraint Input: FNR Here, we describe the hyperparameter grids for the lower bound baselines shown in Table 3. All datasets used in this paper (i.e. in Table 2) are publicly available, with the exception of All datasets used in this study have been deidentified and contain no offensive content. It consists of five questions selected from the Adult ADHD Self-Report Scale (ASRS-V1.1) The target is the patient's clinical ADHD status.