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Found 4 papers, 2 papers with code
Revealing data leakage in protein interaction benchmarks
To overcome the data leakage, we recommend constructing data splits based on 3D structural similarity of protein-protein interfaces and suggest corresponding algorithms.
Learning to design protein-protein interactions with enhanced generalization
Discovering mutations enhancing protein-protein interactions (PPIs) is critical for advancing biomedical research and developing improved therapeutics.
Primal-dual proximal splitting and generalized conjugation in non-smooth non-convex optimization
We demonstrate that difficult non-convex non-smooth optimization problems, such as Nash equilibrium problems and anisotropic as well as isotropic Potts segmentation model, can be written in terms of generalized conjugates of convex functionals.
Optimization and Control
Acceleration and global convergence of a first-order primal--dual method for nonconvex problems
The primal--dual hybrid gradient method (PDHGM, also known as the Chambolle--Pock method) has proved very successful for convex optimization problems involving linear operators arising in image processing and inverse problems.
Optimization and Control
