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Lukasz Szpruch

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

3

Venues

2

Active years

2022–2024

Best venue rank

A*

Where they publish

Papers

3 indexed papers, newest first.

YearVenueTitleAuthors
2024ICMLGeneralization Error of Graph Neural Networks in the Mean-field Regime.Gholamali Aminian, Yixuan He, Gesine Reinert, Lukasz Szpruch, Samuel N. Cohen
2023FCInefficiency of CFMs: Hedging Perspective and Agent-Based Simulations.Samuel N. Cohen, Marc Sabate Vidales, David Siska, Lukasz Szpruch
2022ICMLConvergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime.James-Michael Leahy, Bekzhan Kerimkulov, David Siska, Lukasz Szpruch