conftrace_

convex approximation

8 papers

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Co-occurring keywords · papers mentioning both

neural network (2) non-convex optimization (2) non-smooth dynamical system (1) fairness guarantee (1) bound estimation (1) optimal exploration (1) lipschitz certification (1) fairness certification (1) distributional fairness (1) data-enabled predictive control (1)

Papers

Convex approximations for a bi-level formulation of data-enabled predictive control L4DC 2024 Multi-Reward Best Policy Identification NeurIPS 2024 Certification of Distributional Individual Fairness NeurIPS 2023 On Constraints in First-Order Optimization: A View from Non-Smooth Dynamical Systems JMLR 2022 Provable Lipschitz Certification for Generative Models ICML 2021 MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions JMLR 2016 Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NeurIPS 2014 Approximate Inference in Collective Graphical Models ICML 2013