Rotskoff, Grant

4 publications

NeurIPS 2020 A Dynamical Central Limit Theorem for Shallow Neural Networks Zhengdao Chen, Grant Rotskoff, Joan Bruna, Eric Vanden-Eijnden

NeurIPS 2020 A Mean-Field Analysis of Two-Player Zero-Sum Games Carles Domingo-Enrich, Samy Jelassi, Arthur Mensch, Grant Rotskoff, Joan Bruna

ICML 2019 Neuron Birth-Death Dynamics Accelerates Gradient Descent and Converges Asymptotically Grant Rotskoff, Samy Jelassi, Joan Bruna, Eric Vanden-Eijnden

NeurIPS 2018 Parameters as Interacting Particles: Long Time Convergence and Asymptotic Error Scaling of Neural Networks Grant Rotskoff, Eric Vanden-Eijnden