5 citations · 6 across the 4 of their papers we have counts for
4 papers
Why Depth Matters in Parallelizable Sequence Models: A Lie Algebraic View
Gyuryang Heo, Timothy Ngotiaoco, Kazuki Irie +2
Scalable sequence models, such as Transformer variants and structured state-space models, often trade expressivity power for sequence-level parallelism, which enables efficient tra…
Any-Order Flexible Length Masked Diffusion
Jaeyeon Kim, Lee Cheuk-Kit, Carles Domingo-Enrich +5
Masked diffusion models (MDMs) have recently emerged as a promising alternative to autoregressive models over discrete domains. MDMs generate sequences in an any-order, parallel fa…
Compositionality of the Runge-Kutta Method
Timothy Ngotiaoco
In Spivak's work, dynamical systems are described in terms of their inputs and outputs in a pictorial way using an operad of wiring diagrams. Each dynamical system is a box with ce…
The Tail of the Singular Series for the Prime Pair and Goldbach Problems
D. A. Goldston, Julian Ziegler Hunts, Timothy Ngotiaoco
We obtain an asymptotic formula for a weighted sum of the square of the tail of the singular series for the Goldbach and prime-pair problems.