conftrace_

population-based optimization

11 papers

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Co-occurring keywords · papers mentioning both

evolutionary algorithm (3) genetic algorithm (2) hyperparameter tuning (2) text classification (2) non-convex optimization (2) pareto front approximation (1) evolution strategy (1) cross-entropy method (1) quality diversity (1) saddle point escape (1)

Papers

FedPop: Federated Population-based Hyperparameter Tuning AAAI 2025 The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) IJCAI 2025 Double Buffers CEM-TD3: More Efficient Evolution and Richer Exploration AAAI 2024 Pretrained Optimization Model for Zero-Shot Black Box Optimization NeurIPS 2024 Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML AutoML 2023 Evolutionary Gradient Descent for Non-convex Optimization IJCAI 2021 Generating Natural Language Attacks in a Hard Label Black Box Setting AAAI 2021 Learning to Optimize in Swarms NeurIPS 2019 Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NeurIPS 2018 Generating Natural Language Adversarial Examples EMNLP 2018 DEAP: Evolutionary Algorithms Made Easy JMLR 2012