conftrace_

smoothing method

4 papers

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Co-occurring keywords · papers mentioning both

non-convex optimization (3) nonsmooth optimization (2) local exploration (1) deterministic algorithm (1) first-order oracle (1) negative sampling (1) relu neural network (1) moreau envelope (1) gradient norm (1) goldstein stationary point (1)

Papers

Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding ACL 2024 Deterministic Nonsmooth Nonconvex Optimization COLT 2023 Oracle Complexity in Nonsmooth Nonconvex Optimization JMLR 2022 A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration NeurIPS 2020