distributed optimization, distributed learning, large-scale machine learning
Present
deep learning, SGD, implicit regularization, generalization
Present
optimization, nonconvex optimization, stochastic optimization
Present
complex networks, networked systems, social network analysis
Present
control theory, safety, autonomy
Present