Optimization

We are interested in proposing new theory and algorithms for general optimization problems in particular for integer programming, non-convex optimization and optimization on manifolds. 

 

Related Publications 

Sarpabayeva, B., Zhang, M and Lin, L. (2018). Communication efficient parallel optimization algorithms on manifolds.  Neural Information Processing Systems  2018