3 citations · 8 across the 15 of their papers we have counts for
25 papers
Hall's universal group does not have finite big Ramsey degrees
Dragan Mašulović, Veljko Toljić
In this paper we show that the Hall's universal group does not have finite big Ramsey degrees. Our strategy consists of piggybacking on the recent result of Hubička, Konečný, Todor…
Coalgebras for categorical deep learning: Representability and universal approximation
Dragan Mašulović
Categorical deep learning (CDL) has recently emerged as a framework that leverages category theory to unify diverse neural architectures. While geometric deep learning (GDL) is gro…
The Challenge of Teaching Reasoning to LLMs Without RL or Distillation
Wei Du, Branislav Kisacanin, George Armstrong +22
Reasoning-capable language models achieve state-of-the-art performance in diverse complex tasks by generating long, explicit Chain-of-Thought (CoT) traces. While recent works show…
Fraïssé's Conjecture and big Ramsey degrees of structures admitting finite monomorphic decomposition
Dragan Mašulović, Veljko Toljić
In this paper we show that a countable structure admitting a finite monomorphic decomposition has finite big Ramsey degrees if and only if so does every monomorphic part in its min…
A short note on the characterization of countable chains with finite big Ramsey spectra
Keegan Dasilva Barbosa, Dragan Mašulović, Rajko Nenadov
In this short note we confirm the deep structural correspondence between the complexity of a countable scattered chain (= strict linear order) and its big Ramsey combinatorics: we…
On -ary parts of maximal clones
Dragan Mašulović, Maja Pech
The main problem of clone theory is to describe the clone lattice for a given basic set. For a two-element basic set this was resolved by E.L. Post, but for at least three-element…