3 papers
astro-ph.CO2026
Primordial Black Hole interpretation of the sub-solar merger event S251112cm
Md Riajul Haque, Fabio Iocco, Luca Visinelli
The LIGO-Virgo-KAGRA (LVK) candidate event S251112cm suggests the presence of at least one compact object with sub-solar masses. Since such objects cannot be produced through stand…
cs.CV2024
Why CNN Features Are not Gaussian: A Statistical Anatomy of Deep Representations
David Chapman, Parniyan Farvardin
Deep convolutional neural networks (CNNs) are commonly analyzed through geometric and linear-algebraic perspectives, yet the statistical distribution of their internal feature acti…
cs.CV2024
A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning
Michael Majurski, Sumeet Menon, Parniyan Farvardin +1
Discriminative deep learning models with a linear+softmax final layer have a problem: the latent space only predicts the conditional probabilities but not the full joint d…