Neural collapse with unconstrained features

DG Mixon, H Parshall, J Pi - … Theory, Signal Processing, and Data Analysis, 2022 - Springer
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 …

Resource-efficient high-dimensional entanglement detection via symmetric projections

S Morelli, M Huber, A Tavakoli - Physical Review Letters, 2023 - APS
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 …

Game of Sloanes: best known packings in complex projective space

J Jasper, EJ King, DG Mixon - Wavelets and Sparsity XVIII, 2019 - spiedigitallibrary.org
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 …

[HTML][HTML] Equioverlap** measurements

L Feng, S Luo - Physics Letters A, 2022 - Elsevier
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) …

Massively concurrent non-orthogonal multiple access for 5G networks and beyond

RA Stoica, GTF De Abreu, T Hara, K Ishibashi - IEEE Access, 2019 - ieeexplore.ieee.org
We propose a new signal spreading-based non-orthogonal multiple access (NOMA)
schemes that exploits the frame-theoretic design principles to enable the efficient …

Analysis of Using Sigmoid Loss for Contrastive Learning

C Lee, J Chang, J Sohn - International Conference on …, 2024 - proceedings.mlr.press
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 …

Tremain equiangular tight frames

M Fickus, J Jasper, DG Mixon, J Peterson - Journal of Combinatorial Theory …, 2018 - Elsevier
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 …

Equiangular tight frames from hyperovals

M Fickus, DG Mixon, J Jasper - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
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 …