35 citations · 81 across the 22 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
math.PR2018★ 9 cited
Central Limit Theorem for stationary Fleming--Viot particle systems in finite spaces
Tony Lelievre, Loucas Pillaud-Vivien, Julien Reygner
We consider the Fleming--Viot particle system associated with a continuous-time Markov chain in a finite space. Assuming irreducibility, it is known that the particle system posses…
cs.LG2018★ 35 cited
Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes
Loucas Pillaud-Vivien, Alessandro Rudi, Francis Bach
We consider stochastic gradient descent (SGD) for least-squares regression with potentially several passes over the data. While several passes have been widely reported to perform…