evolutionary algorithm

Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023 Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms IJCAI 2023 Symbolic Discovery of Optimization Algorithms NeurIPS 2023 The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem IJCAI 2023 Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023 A First Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II) AAAI 2022 A Hybrid Evolutionary Algorithm for the Diversified Top-k Weight Clique Search Problem (Student Abstract) AAAI 2022 Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings AACL 2022 A Unified Framework for Deep Symbolic Regression NeurIPS 2022 AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms AAAI 2022 AutoLoss-GMS: Searching Generalized Margin-Based Softmax Loss Function for Person Re-Identification CVPR 2022 AutoLoss-Zero: Searching Loss Functions From Scratch for Generic Tasks CVPR 2022 Decentralized Training of Foundation Models in Heterogeneous Environments NeurIPS 2022 Deep and Flexible Graph Neural Architecture Search ICML 2022 EENAS: An Efficient Evolutionary Algorithm for Neural Architecture Search ACML 2022 Evolutionary Variational Optimization of Generative Models JMLR 2022 Evolving Curricula with Regret-Based Environment Design ICML 2022 Exploring Safer Behaviors for Deep Reinforcement Learning AAAI 2022 EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NeurIPS 2022 HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022 i-Sim2Real: Reinforcement Learning of Robotic Policies in Tight Human-Robot Interaction Loops CoRL 2022 Neural Network Pruning by Cooperative Coevolution IJCAI 2022 Optimizing Neural Networks with Gradient Lexicase Selection ICLR 2022 QUERY EFFICIENT DECISION BASED SPARSE ATTACKS AGAINST BLACK-BOX DEEP LEARNING MODELS ICLR 2022 Robust Subset Selection by Greedy and Evolutionary Pareto Optimization IJCAI 2022