2 citations · 2 across the 5 of their papers we have counts for
5 papers
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures
Bruno Gavranović, Paul Lessard, Andrew Dudzik +3
We present our position on the elusive quest for a general-purpose framework for specifying and studying deep learning architectures. Our opinion is that the key attempts made so f…
On The Combinatorics of the Gray Cylinder
Paul Lessard
This paper develops some combinatorics of the lax Gray cylinder on the cells of Θ understood as a full subcategory of the category of strict ω-categories. More, we construct a span…
-Categories I
Paul Lessard
This paper is the first in a series of two papers, -Categories I and -Categories II, which develop the notion of -category, the natural bi-infin…
Joyal's Suspension Functor on and Kan's Combinatorial Spectra
Paul Lessard
In [Joyal] where the category is first defined it is noted that the dimensional shift on suggests an elegant presentation of the unreduced suspension on cellular sets. In t…
Zipf's law holds for phrases, not words
Jake Ryland Williams, Paul R. Lessard, Suma Desu +4
With Zipf's law being originally and most famously observed for word frequency, it is surprisingly limited in its applicability to human language, holding over no more than three t…