Mircea Petrache

Frequency bias · neural tangent kernel · spectral analysis · Topological data analysis · word sense disambiguation · persistence histograms metrics · Equivariant Neural Networks · approximate symmetries · HNNs · Hyperbolic geometry · delta-hyperbolicity · Geometric Deep Learning · curvature effects · Generalization bounds · metric geometry · curvature · Manifold hypothesis testing · multiscale resolution · multiscale SVD · Optimal Transport · deep learning · Geometric Analysis · gradient descent