papers
Publications (8)
math.OC2019
Proximal algorithms for constrained composite optimization, with applications to solving low-rank SDPs
Yu Bai, John Duchi, Song Mei
cond-mat.soft2015
On a molecular based Q-tensor model for liquid crystals with density variations
Song Mei, Pingwen Zhang
math.ST2018
The landscape of the spiked tensor model
Gerard Ben Arous, Song Mei, Andrea Montanari +1
stat.ML2017
The Landscape of Empirical Risk for Non-convex Losses
Song Mei, Yu Bai, Andrea Montanari
stat.ML2019
Limitations of Lazy Training of Two-layers Neural Networks
Behrooz Ghorbani, Song Mei, Theodor Misiakiewicz +1
stat.ML2019
Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit
Song Mei, Theodor Misiakiewicz, Andrea Montanari
math.OC2017
Solving SDPs for synchronization and MaxCut problems via the Grothendieck inequality
Song Mei, Theodor Misiakiewicz, Andrea Montanari +1
math.OC2019
Analysis of Sequential Quadratic Programming through the Lens of Riemannian Optimization
Yu Bai, Song Mei