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Backprop as Functor: A compositional perspective on supervised learning [PDF]
A supervised learning algorithm searches over a set of functions $A\rightarrow B$ parametrised by a space $P$ to find the best approximation to some ideal function $f:A\rightarrow B$. It does this by taking examples $(a, f(a))\in A\times B$, and updating
Brendan Fong+2 more
semanticscholar +1 more source
An expressive completeness theorem for coalgebraic modal mu-calculi [PDF]
Generalizing standard monadic second-order logic for Kripke models, we introduce monadic second-order logic interpreted over coalgebras for an arbitrary set functor. We then consider invariance under behavioral equivalence of MSO-formulas.
Sebastian Enqvist+2 more
doaj +1 more source
Derived functors of the divided power functors [PDF]
Some minor changes to the exposition.
Breen, Lawrence+2 more
openaire +7 more sources
In this document, we introduce a novel formalism for any field theory and apply it to the effective field theories of large-scale structure. The new formalism is based on functors of actions composing those theories. This new formalism predicts the actionic fields. We discuss our findings in a cosmological gravitology framework.
Ntelis, P.+3 more
openaire +4 more sources
Adjoint functor theorems for ∞ ‐categories [PDF]
Adjoint functor theorems give necessary and sufficient conditions for a functor to admit an adjoint. In this paper, we prove general adjoint functor theorems for functors between ∞ ‐categories.
Hoang Kim Nguyen+2 more
semanticscholar +1 more source
The center of a Green biset functor [PDF]
For a Green biset functor $A$, we define the commutant and the center of $A$ and we study some of their properties and their relationship. This leads in particular to the main application of these constructions: the possibility of splitting the category ...
S. Bouc, Nadia Romero
semanticscholar +1 more source
On the Frobenius functor for symmetric tensor categories in positive characteristic [PDF]
We develop a theory of Frobenius functors for symmetric tensor categories (STC) 𝒞 {\mathcal{C}} over a field 𝒌 {\boldsymbol{k}} of characteristic p, and give its applications to classification of such categories.
P. Etingof, V. Ostrik
semanticscholar +1 more source
Pointed Drinfeld Center Functor [PDF]
In this work, using the functoriality of the Drinfeld center of fusion categories, we generalize the functoriality of the full center of simple separable algebras in a fixed fusion category to all fusion categories.
Liang Kong, Wei Yuan, Hao Zheng
semanticscholar +1 more source
The Bousfield-Kuhn functor and topological André-Quillen cohomology [PDF]
We construct a natural transformation from the Bousfield-Kuhn functor evaluated on a space to the Topological André-Quillen cohomology of the K ( n )-local Spanier–Whitehead dual of the space, and show that the map is an equivalence in the case where the
M. Behrens, Charles Rezk
semanticscholar +1 more source
AI for identifying social norm violation
Identifying social norms and their violation is a challenge facing several projects in computational science. This paper presents a novel approach to identifying social norm violations.
Yair Neuman, Yochai Cohen
doaj +1 more source