Yi Fan Li

collaborators

2 papers

cs.DS2026

A Near-Optimal Lower Bound for $ℓ_{p}$ -Subspace Embeddings, $1 \leq p < 2$

Yi Li

For $d \geq 2$ , $p \geq 1$ and $ε > 0$ , let $N_{p} (d, ε)$ be the smallest integer $N$ such that for every integer $n$ and every $A \in R^{n \times d}$ , there exists a matrix $Φ\i…

cs.CV2026

Limitations of Synthetic Data Generation in Specialized Data-Scarce Domains

Edward Zhang, Marcel Hussing, Tanay Tandon +12

Advances in diffusion-based generative models have motivated the use of synthetic image generation to alleviate data scarcity in vision tasks. While this strategy has shown promise…

A Near-Optimal Lower Bound for ℓp​-Subspace Embeddings, 1≤p<2

Limitations of Synthetic Data Generation in Specialized Data-Scarce Domains

A Near-Optimal Lower Bound for $ℓ_{p}$ -Subspace Embeddings, $1 \leq p < 2$