Sam Davanloo Tajbakhsh

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Structured Sparsity

Derivative Free

Optimization Methods

Top Venues

J. Optim. Theory Appl.

INFORMS J. Comput.

Publications

Yin Liu, Sam Davanloo Tajbakhsh
Fitting ARMA Time Series Models without Identification: A Proximal Approach. AISTATS (2024)
Yin Liu, Sam Davanloo Tajbakhsh
Stochastic Composition Optimization of Functions Without Lipschitz Continuous Gradient. J. Optim. Theory Appl. 198 (1) (2023)
Dewei Zhang, Sam Davanloo Tajbakhsh
Riemannian Stochastic Variance-Reduced Cubic Regularized Newton Method for Submanifold Optimization. J. Optim. Theory Appl. 196 (1) (2023)
Dewei Zhang, Yin Liu, Sam Davanloo Tajbakhsh
A First-Order Optimization Algorithm for Statistical Learning with Hierarchical Sparsity Structure. INFORMS J. Comput. 34 (2) (2022)
Dewei Zhang, Sam Davanloo Tajbakhsh
Riemannian Stochastic Gradient Method for Nested Composition Optimization. CoRR (2022)
Enrique del Castillo, Bianca Maria Colosimo, Sam Davanloo Tajbakhsh
Geodesic Gaussian Processes for the Parametric Reconstruction of a Free-Form Surface. Technometrics 57 (1) (2015)
Sam Davanloo Tajbakhsh, Enrique del Castillo, James L. Rosenberger
A Bayesian Approach to Sequential Optimization based on Computer Experiments. Qual. Reliab. Eng. Int. 31 (6) (2015)