1 citations · 1 across the 5 of their papers we have counts for
6 papers
Regularization and compression of integral operator kernels with tensor paraproducts
Oluwadamilola Fasina, Ronald R. Coifman
We present a new perspective on integral operator kernels given by a nonlinear function of the distance. This perspective is useful since it permits one to quasilinearize the nonli…
MIOFlow 2.0: A unified framework for inferring cellular stochastic dynamics from single cell and spatial transcriptomics data
Xingzhi Sun, João Felipe Rocha, Brett Phelan +11
Understanding cellular trajectories via time-resolved single-cell transcriptomics is vital for studying development, regeneration, and disease. A key challenge is inferring continu…
Hierarchical paraproducts
Oluwadamilola Fasina
We outline an extension of paraproduct decompositions for compositions of the form where developed in [arXiv:2503.12629] and [a…
D-tensor paraproducts and its caricatures
Oluwadamilola Fasina
We generalize the -tensor paraproduct decomposition result of [arXiv:2503.12629] to -tensors. In particular, we show that for , $…
Intrinsic and Extrinsic Organized Attention: Softmax Invariance and Network Sparsity
Oluwadamilola Fasina, Ruben V. C. Pohle, Pei-Chun Su +1
We examine the intrinsic (within the attention head) and extrinsic (amongst the attention heads) structure of the self-attention mechanism in transformers. Theoretical evidence for…
Quasilinearization with regularizing tensor paraproducts
Oluwadamilola Fasina
We extend Bony's celebrated work on paraproducts to continous and multiscale \emph{tensor} paraproducts. For and $f \in Λ_α([0,1]^2, d_d(x,y)^α \t…