82 citations · 130 across the 21 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
math.PR2026
A Direct Route to Markov Chain Convergence via Asymptotic Equivalence with the Target
Patrick Forré
For a Markov kernel with an invariant probability measure , we give a self-contained proof of the Markov chain convergence theorem via a criterion called asymptotic equivale…
math.ST2026
Foundations of Independent Component Analysis
Patrick Forré
We present the mathematical foundations of linear independent component analysis (ICA) models based on standard literature in a self-contained note. It is aimed at readers with a b…
cs.LG2026
AVQ-Attention: Adaptive Vector-Quantized Attention
Winfried van den dool, Patrick Forré, Amir Habibian +2
The complexity of attention over tokens remains a computational bottleneck in transformer models. Vector-Quantized (VQ) attention reduces this to $\mathcal{O…