conftrace_

algorithm stability

9 papers

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Co-occurring keywords · papers mentioning both

generalization bound (3) generalization performance (2) population risk (2) generalization error (2) gradient descent (2) stability analysis (2) convex optimization (2) stochastic gradient descent (2) leave-one-out error (1) regularized empirical risk minimization (1)

Papers

How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? AAAI 2025 On the Stability and Generalization of Meta-Learning NeurIPS 2024 Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance NeurIPS 2023 Benign Underfitting of Stochastic Gradient Descent NeurIPS 2022 Stability and Generalization of Decentralized Stochastic Gradient Descent AAAI 2021 An Exponential Efron-Stein Inequality for L_q Stable Learning Rules ALT 2019 Stable and Fair Classification ICML 2019 Low-Rank Matrix Approximation with Stability ICML 2016 Stability and Generalization JMLR 2002