Arnaud Doucet
arnauddoucet.bsky.social
Arnaud Doucet
@arnauddoucet.bsky.social
Senior Staff Research Scientist @Google DeepMind, previously Stats Prof @Oxford Uni - interested in Computational Statistics, Generative Modeling, Monte Carlo methods, Optimal Transport.
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March 9, 2025 at 1:42 PM
Well you can do it but we don't have any proof. We actually also ran alpha-DSBM with zero-variance noise, i.e. so really an "alpha-rectified flow": experimentally it does "work" but we have no proof of convergence for the procedure.
February 8, 2025 at 5:54 PM
Yes the trajectories are not quite smooth as they correspond to a Brownian bridge and, as the variance of the reference Brownian motion of your SB goes to zero, you get back to the deterministic and straight paths of OT.
February 8, 2025 at 12:02 PM
I personally read at least a couple of hours per day. It is not particularly focused and I might "waste" time but I just enjoy it.
January 8, 2025 at 8:05 AM
Very nice paper indeed. I like it.
December 27, 2024 at 4:38 PM
I couldn't speak for the following 3 days :-)
December 14, 2024 at 10:13 PM