A Adaptive Measurements

(Definition 1). In appendix D.4, we show that using this marginal trick significantly improves the performance of A.3 MWEM update Given the loss function: L The x-axis uses a logarithmic scale. We leave further investigation to future work. In this section we derive the update rule in algorithm 4. Recall that the ultimate goal is to solve In this section we assume that γ = 0 . We present hyperparameters used for methods across all experiments in Tables 1, 2, 3, 4, and 5. To limit the runtime of In Figures 5, 6, and 7, we present the same results for the same experiments described in Section 7.1 (Figures 1 and 2), adding plots for mean error and root mean squared error (RMSE).