This article presents a restart scheme for accelerated first-order methods, for which we show linear convergence under the satisfaction of a quadratic functional growth condition, thus encompassing a ...

The study revealed that the self-assembling behaviors of cyclic and linear peptides are significantly different in several respects, in addition to sharing several similarities. Their clear ...

such as machine learning algorithms, for more efficient parameter identification and system optimization. Overall, the resurgence of the old Babylonian algorithm in the modern context of non-linear ...

Abstract: We address the problem of building fast and effective text classification tools ... to enable the analysis of data for which linear techniques are insufficient. Numerous classification ...

Department of Chemical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, Gyeongbuk 37673, Republic of Korea ...