conftrace_

convex-concave procedure

3 papers

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Co-occurring keywords

convex optimization (1321) dc decomposition (1) sum-of-squares program (2) difference of convex (7) convergence theory (4) geodesic convexity (19) algebraic geometry (8) frank-wolfe method (28) global optimality (34) graphical model (864)

Papers

LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024
Global optimality for Euclidean CCCP under Riemannian convexity ICML 2023
CCCP is Frank-Wolfe in disguise NIPS 2022