Stochastic Gradient Descent in High Dimensions for Multi‐Spiked Tensor PCA
ABSTRACT We study the high‐dimensional dynamics of online stochastic gradient descent (SGD) for the multi‐spiked tensor model. This multi‐index model arises from the tensor principal component analysis (PCA) problem with multiple spikes, where the goal is to estimate the unknown signal vectors within the N$N$‐dimensional unit sphere through maximum ...
Gérard Ben Arous +2 more
wiley +1 more source
Precise Identification of Higher-Order Repeats (HORs) in T2T-CHM13 Assembly of Human Chromosome 21-Novel 52mer HOR and Failures of Hg38 Assembly. [PDF]
Glunčić M +3 more
europepmc +1 more source
Nanoparticle‐Mediated Therapy for Glioma: Advances and Prospects
Various nanocarriers, including liposomes, dendrimers, exosomes and gold nanoparticles, are designed to penetrate the blood‐brain barrier and deliver chemotherapy, radiotherapy, immunotherapy, gene therapy, phototherapy, magnetic hyperthermia and sonodynamic therapy for glioma.
Wenqian Jiang +5 more
wiley +1 more source
Localized statistics decoding for quantum low-density parity-check codes. [PDF]
Hillmann T +5 more
europepmc +1 more source
The Role of Bubbles in Air‐Sea Gas Exchange: A Critical Review
Abstract Air‐sea gas exchange regulates the exchange of climatically important gases between the ocean and the atmosphere, shaping both climate and ocean biogeochemistry. Bubbles beneath the sea surface enhance this exchange by introducing an additional transfer pathway in parallel to the interfacial transfer route.
Yuanxu Dong +12 more
wiley +1 more source
Spectral Clustering with Likelihood Refinement for High-Dimensional Latent Class Recovery. [PDF]
Lyu Z, Gu Y.
europepmc +1 more source
ABSTRACT Creativity and innovation are often understood as the result of a complex interplay of hierarchical factors, such as national, regional and firm characteristics, or between organisational and individual factors. While recent applications of qualitative comparative analysis (QCA) have begun to model such configurational links, their ...
Luc Sandfort +3 more
wiley +1 more source
Are Mathematical and Musical Abilities Related Beyond Intelligence? [PDF]
Meier MA +6 more
europepmc +1 more source
Demographic Dynamics and International Trade: Stylized Facts and Theoretical Insights
ABSTRACT Demographic change within a country has economic repercussions for other countries through international transactions. Ongoing shifts in population size and age structure across countries have important implications for international trade, operating through changes in market size, consumption preferences, and labor supply.
Kumuthini Sivathas
wiley +1 more source
Generative AI Driven Process Calculations for Fuel Cells and Flow Batteries. [PDF]
Garg R +4 more
europepmc +1 more source

