Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

Motivated by the smoothing approaches, we modify the classical bi-level gradient sequential averaging method to solve the bi-level optimization problem. Under some mild conditions, we obtain the ...

Object-oriented programming has been the most dramatic innovation in software development in the last decade. It offers a powerful way to cope with the complexity of programs. C++ is by far the most ...

Traditional algorithms often require considerable time to address such problems or can only ... as it can directly handle linear inequality constraints without introducing slack variables. Notably, ...

a breakthrough genome assembly algorithm that enables partially phased, near telomere-to-telomere (T2T) assemblies 1, using Oxford Nanopore Simplex reads and standard sample prep.

The optimization of linear antenna array parameters ... PSO is a stochastic algorithm that is known for solving N-dimensional optimization problems. The PSO algorithm is utilized to decide a set of ...

Computer-aided full-wave electromagnetic (EM) analysis has been used in microwave engineering for the past decade. Initially, its main application area was design verification. Today, ...