Sebastian Pokutta

Latest

• Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions - NeurIPS 2021
• FrankWolfe.jl - INFORMS Journal of Computing
• Parameter-Free Locally Accelerated Conditional Gradients - ICML 2021
• CGINDy: Conditional gradient-based Identification of Non-linear Dynamics - Submitted to the Journal of Computational and Applied Mathematics
• Second-order Conditional Gradient Sliding - Fields Institute Communication Series on Data Science and Optimization
• Locally Accelerated Conditional Gradients - AISTATS 2020
• Breaking the Curse of Dimensionality (Locally) to Accelerate Conditional Gradients