Sep 26, 2022 · Abstract:In this paper, we present several new results on minimizing a nonsmooth and nonconvex function under a Lipschitz condition.
Feb 16, 2023 · Abstract:We study the complexity of optimizing nonsmooth nonconvex Lipschitz functions by producing (\delta,\epsilon)-stationary points.
Nov 22, 2023 · This paper studies the complexity of verifying Goldstein stationary points of non-smooth, non-convex optimization problems by deterministic ...
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We study the complexity of optimizing nonsmooth nonconvex Lipschitz functions by producing (δ,ϵ)-Goldstein stationary points. Several recent works have ...
PDF | In this paper, we present several new results on minimizing a nonsmooth and nonconvex function under a Lipschitz condition. Recent work suggests.
A deterministic smoothing approach under the \textit{arithmetic circuit} model where the resulting smoothness parameter is exponential in a certain ...
This paper presents several results on the complexity of finding (δ, ϵ)-Goldstein stationary points using deterministic algorithms, providing a detailed answer ...
We study the complexity of optimizing nonsmooth nonconvex Lipschitz functions by producing (δ, ϵ)-Goldstein stationary points. Several recent works have ...
Nov 29, 2023 · We study the impact of nonconvexity on the complexity of nonsmooth optimization, emphasizing objectives such as piecewise linear functions, ...
We study the complexity of deterministic verifiers for nonsmooth nonconvex op- timization when interacting with an omnipotent prover and we obtain the first.