Gillian M. Chin

Nonlinear optimization algorithms for large-scale machine learning

Jorge Nocedal, Gillian M. Chin, 2013 .

Second Order Methods for Optimizing Convex Matrix Functions and Sparse Covariance Clustering

Jorge Nocedal, Peder A. Olsen, Steven J. Rennie, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

Sample size selection in optimization methods for machine learning

Jorge Nocedal, Richard H. Byrd, Yuchen Wu, 2012, Math. Program..

A family of second-order methods for convex $$\ell _1$$ℓ1-regularized optimization

Jorge Nocedal, Richard H. Byrd, Figen Öztoprak, 2016, Math. Program..

On the Use of Stochastic Hessian Information in Optimization Methods for Machine Learning

Jorge Nocedal, Richard H. Byrd, Will Neveitt, 2011, SIAM J. Optim..

On the Use of Stochastic Hessian Information in Unconstrained Optimization

Gillian M. Chin, J. Nocedal, R. Byrd, 2010 .