Abstract: We consider deep neural networks (DNNs) with a Lipschitz continuous activation function and with weight matrices of variable widths. We establish a uniform convergence analysis framework in ...

The relative frequency definition of probability says: If an experiment is repeated, the probability of an event (a specified outcome of the experiment) is the relative frequency of occurrence of that ...

Abstract: We provide a systematic analysis of two related multiparty protocols, namely (Non-Interactive Fully) Distributed Verifiable Random Functions (DVRFs) and Decentralised Random Beacons (DRBs), ...

Three hours of lecture/discussion per week. Algebraic operations on polynomials and rational functions as expressions, in equations, or inequalities. Graphing of linear and polynomial equations. An ...

The title of this article was erroneously given as: “Pathological respiratory chemoreflex activation predicts improvement of neurocognitive function in response to contimuous positive airway pressure ...

Background Anti-C1q autoantibodies can disrupt normal complement function, contributing to the formation of pathogenic immune ...

STAT 201: M 2-3pm, 11-12pm; STAT 412: M 3-4pm, T 3:30-4:30pm, 11-12pm Citizen science projects are vehicles for democratizing science, giving ordinary people opportunities to advance scientific ...

To excel in the CBSE Class 12 Maths examination, consider these additional strategies to complement your study plan - Students are advised to review the CBSE Class 12 Maths syllabus to identify topics ...

James Chen, CMT is an expert trader, investment adviser, and global market strategist. Khadija Khartit is a strategy, investment, and funding expert, and an educator of fintech and strategic finance ...