Sparse Harmonic Transforms: A New Class of Sublinear-Time Algorithms for Learning Functions of Many Variables Bosu ChoiMark A. IwenFelix Krahmer OriginalPaper 24 June 2020 Pages: 275 - 329
A Neural Network-Based Policy Iteration Algorithm with Global \(H^2\)-Superlinear Convergence for Stochastic Games on Domains Kazufumi ItoChristoph ReisingerYufei Zhang OriginalPaper Open access 18 May 2020 Pages: 331 - 374
Topological Properties of the Set of Functions Generated by Neural Networks of Fixed Size Philipp PetersenMones RaslanFelix Voigtlaender OriginalPaper Open access 14 May 2020 Pages: 375 - 444
Weak Convergence Rates for Euler-Type Approximations of Semilinear Stochastic Evolution Equations with Nonlinear Diffusion Coefficients Arnulf JentzenRyan Kurniawan OriginalPaper 18 May 2020 Pages: 445 - 536
The Grassmannian of affine subspaces Lek-Heng LimKen Sze-Wai WongKe Ye OriginalPaper 27 May 2020 Pages: 537 - 574
Noncommutative Polynomials Describing Convex Sets J. William HeltonIgor KlepJurij Volčič OriginalPaper 24 June 2020 Pages: 575 - 611