Wasserstein gradient flows of linearly convex objectives with an entropy term converge at explicit rates: O(1/t) under plain convexity, and arbitrarily fast polynomial or exponential rates under entropy-strong convexity.
Long-time behaviour and phase transitions for the McKean– Vlasov equation on the torus
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Convergence of drift-diffusion PDEs arising as Wasserstein gradient flows of convex functions
Wasserstein gradient flows of linearly convex objectives with an entropy term converge at explicit rates: O(1/t) under plain convexity, and arbitrarily fast polynomial or exponential rates under entropy-strong convexity.