2017 Publications

Technical Report 2017-1 [ Request File ]

DENSE INITIALIZATIONS FOR LIMITED-MEMORY QUASI-NEWTON METHODS
JOHANNES BRUST, OLEG BURDAKOV, JENNIFER B. ERWAY, AND ROUMMEL F. MARCIA
Status: submitted.

Technical Report 2017-2 [ Request File ]

Trust-Region Optimization Methods using Limited-Memory Symmetric Rank-One Updates for Off-The-Shelf Machine Learning
JENNIFER B. ERWAY, JOSHUA GRIFFIN, RIADH OMHENI, AND ROUMMEL F. MARCIA
Status: submitted.