conftrace_

non-convex loss

8 papers

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Co-occurring keywords · papers mentioning both

gradient descent (3) non-convex optimization (3) energy-conserving descent (1) overparameterized regime (1) stationary behaviour (1) basin hopping (1) robust matrix factorization (1) restricted set (1) sparse data (1) chaotic system (1)

Papers

Nonconvex Theory of M-estimators with Decomposable Regularizers ICML 2025 Online Non-convex Learning in Dynamic Environments NeurIPS 2024 Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022 Multiplicative Noise and Heavy Tails in Stochastic Optimization ICML 2021 Personalized Federated Learning with Theoretical Guarantees: A Model-Agnostic Meta-Learning Approach NeurIPS 2020 Differentially Private Empirical Risk Minimization with Smooth Non-Convex Loss Functions: A Non-Stationary View AAAI 2019 Overparameterized Nonlinear Learning: Gradient Descent Takes the Shortest Path? ICML 2019 Scalable Robust Matrix Factorization with Nonconvex Loss NeurIPS 2018