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Neural collapse under mse loss: Proximity to and dynamics on the central path
Neural collapse with unconstrained features
Neural collapse is an emergent phenomenon in deep learning that was recently discovered
by Papyan, Han and Donoho. We propose a simple unconstrained features model in which …
by Papyan, Han and Donoho. We propose a simple unconstrained features model in which …
Resource-efficient high-dimensional entanglement detection via symmetric projections
We introduce two families of criteria for detecting and quantifying the entanglement of a
bipartite quantum state of arbitrary local dimension. The first is based on measurements in …
bipartite quantum state of arbitrary local dimension. The first is based on measurements in …
Game of Sloanes: best known packings in complex projective space
It is often of interest to identify a given number of points in projective space such that the
minimum distance between any two points is as large as possible. Such configurations yield …
minimum distance between any two points is as large as possible. Such configurations yield …
[HTML][HTML] Equioverlap** measurements
An equioverlap** measurement is a rank-one POVM with the same overlap between any
pair of its measurement operators. A symmetric informationally complete POVM (SIC-POVM) …
pair of its measurement operators. A symmetric informationally complete POVM (SIC-POVM) …
Massively concurrent non-orthogonal multiple access for 5G networks and beyond
We propose a new signal spreading-based non-orthogonal multiple access (NOMA)
schemes that exploits the frame-theoretic design principles to enable the efficient …
schemes that exploits the frame-theoretic design principles to enable the efficient …
Analysis of Using Sigmoid Loss for Contrastive Learning
Contrastive learning has emerged as a prominent branch of self-supervised learning for
several years. Especially, CLIP, which applies contrastive learning to large sets of captioned …
several years. Especially, CLIP, which applies contrastive learning to large sets of captioned …
Tremain equiangular tight frames
Equiangular tight frames provide optimal packings of lines through the origin. We combine
Steiner triple systems with Hadamard matrices to produce a new infinite family of …
Steiner triple systems with Hadamard matrices to produce a new infinite family of …
Equiangular tight frames from hyperovals
An equiangular tight frame (ETF) is a set of equal norm vectors in a Euclidean space whose
coherence is as small as possible, equaling the Welch bound. Also known as Welch-bound …
coherence is as small as possible, equaling the Welch bound. Also known as Welch-bound …