We aim to better understand attention over nodes in graph neural networks and identify factors influencing its effectiveness. Motivated by insights f…

The human visual system is able to recognize objects despite transformations that can drastically alter their appearance. To this end, much effort ha…

We compute the self-force acting on an electric charge at rest in Schwarzschild-de Sitter spacetimes, allowing the cosmological constant to be either…

We present a deep learning approach to the ISIC 2017 Skin Lesion Classification Challenge using a multi-scale convolutional neural network. Our appro…

The specific heat of the superconducting cuprates is calculated over the entire phase diagram. A d-wave BCS approach based on the large Fermi surface…

Neurons in the visual cortex are correlated in their variability. The presence of correlation impacts cortical processing because noise cannot be ave…

Scalar-tensor theories of gravity are extensions of General Relativity (GR) including an extra, nonminimally coupled scalar degree of freedom. A wide…

A mixture of shifted asymmetric Laplace distributions is introduced and used for clustering and classification. A variant of the EM algorithm is deve…

Monitoring the number of insect pests is a crucial component in pheromone-based pest management systems. In this paper, we propose an automatic detec…

The $\alpha$-$T_3$ model extrapolates between the pseudospin $S=1/2$ honeycomb lattice of graphene and the pseudospin $S=1$ dice lattice via paramete…

We propose a mixture of latent trait models with common slope parameters (MCLT) for model-based clustering of high-dimensional binary data, a data ty…

A mixture of common skew-t factor analyzers model is introduced for model-based clustering of high-dimensional data. By assuming common component fac…

We present a new technique for measuring the critical temperature Tc in the high pressure, high Tc electron-phonon-driven superconducting hydrides. T…

Conditional Generative Adversarial Networks (cGANs) are finding increasingly widespread use in many application domains. Despite outstanding progress…

We analyze the computational complexity of solving the three "temporal rift" puzzles in the recent popular video game Final Fantasy XIII-2. We show t…

The Sachdev-Ye-Kitaev (SYK) model has become increasingly of great interest in studying exotic non-fermi liquid states without quasiparticle excitati…

For a real massless scalar field in general relativity with a negative cosmological constant, we uncover a large class of spherically symmetric initi…

In this paper we examine the use of topological methods for multivariate statistics. Using persistent homology from computational algebraic topology,…

Quantum pseudorandomness, also known as unitary designs, comprise a powerful resource for quantum computation and quantum engineering. While it is kn…

We calculate the magnetization of the helical metallic surface states of a topological insulator. We account for the presence of a small sub-dominant…

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