"Relatively Smooth Convex Optimization by First-Order Methods, and Applications."

Lu, Haihao, Robert M. Freund, and Yurii Nesterov. SIAM Journal on Optimization Vol. 28, No. 1 (2018): 333-354.

"A New Perspective on Boosting in Linear Regression via Subgradient Optimization and Relatives."

Freund, Robert M., Paul Grigas, and Rahul Mazumder. Annals of Statistics Vol. 45, No. 6 (2017): 2328-2364.

"An Extended Frank-Wolfe Method with 'In-Face' Directions, and its Application to Low-Rank Matrix Completion."

Freund, Robert M., Paul Grigas, and Rahul Mazumder. SIAM Journal on Optimization Vol. 27, No. 1 (2017): 319-346.

"Functional Regression for State Prediction Using Linear PDE Models and Observations."

Nguyen, Ngoc Cuong, Han Men, Robert M. Freund, and Jaime Peraire. SIAM Journal on Scientific Computing Vol. 38, No. 2 (2016): 247-271.

"New Analysis and Results for the Frank-Wolfe Method."

Freund, Robert M. and Paul Grigas. Mathematical Programming Vol. 155, No. 1 (2016): 199-230.

"New Computational Guarantees for Solving Convex Optimization Problems with First Order Methods, via a Function Growth Condition Measure."

Freund, Robert M., and Haihao Lu, Working Paper. 2015.

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