We investigate the First-Order Primal-Dual (FPD) algorithm of Chambolle and Pock [1] in connection with MAP inference for general discrete graphical models. We provide a tight analytical upper bound of the stepsize parameter as a function of the underlying graphical structure (number of states, graph connectivity) and thus insight into the dependency of the convergence rate on the problem struc...

In this paper, we classify all formally self-dual Boolean functions and self-dual bent functions under the action of the extended symmetric group in 2, 4 variables, and give a lower bound for the number of non-equivalent functions in 6 variables. There are exactly 2, 91 (1, 3 respectively) and at least 5535376 representatives from equivalence class of formally self-dual Boolean functions (self-...

Since the outbreak of Coronavirus Disease 2019 (COVID-19), spread epidemic has been a major international public health issue. Hence, various forecasting models have used to predict infectious disease. In general, problems often involve prediction accuracy decreasing as horizon increases. Thus, extend without performance or prediction, this study developed Dual Long Short-Term Memory (LSTM) wit...

How does linguistic structure affect children's acquisition of early number word meanings? Previous studies have tested this question by comparing how children learning languages with different grammatical representations of number learn the meanings of labels for small numbers, like 1, 2, and 3. For example, children who acquire a language with singular-plural marking, like English, are faster...

There are two distinct weight enumerators for extremal singly-even self-dual [36; 18; 8] codes. For each weight enumerator, only one extremal self-dual code is previously known. In this correspondence, we construct several new extremal singly-even self-dual [36; 18; 8] codes for each weight enumerator. We also construct a number of new extremal singly-even self-dual [38; 19; 8] codes.

objectives: the role of cognitive process for postural control was shown in dual task studies. however, there was no definite evidence how verbal instructions influence the allocation of attention to postural control. this study determined whether young and elderly adult are able to deliberately control the resource allocation when performing a sensorimotor and cognitive task simultaneously and...