population dynamics

Data Pollination: An Emergent Ecological Process Driving AI Population Evolution ACL 2026 Improved Runtime Guarantees for the SPEA2 Multi-Objective Optimizer AAAI 2026 Not Just for Archiving: Provable Benefits of Reusing the Archive in Evolutionary Multi-objective Optimization AAAI 2026 Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds AAAI 2026 Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm IJCAI 2025 Online Control in Population Dynamics NeurIPS 2024 Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations AAAI 2024 Surrogate Bayesian Networks for Approximating Evolutionary Games AISTATS 2024 A Unified, Scalable Framework for Neural Population Decoding NeurIPS 2023 Deep Momentum Multi-Marginal Schrödinger Bridge NeurIPS 2023 From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds AAAI 2023 Learning Time-Invariant Representations for Individual Neurons from Population Dynamics NeurIPS 2023 Neural Lagrangian Schr\"{o}dinger Bridge: Diffusion Modeling for Population Dynamics ICLR 2023 How to Learn when Data Gradually Reacts to Your Model AISTATS 2022 Neural Piecewise-Constant Delay Differential Equations AAAI 2022 Proximal Optimal Transport Modeling of Population Dynamics AISTATS 2022 Across-animal odor decoding by probabilistic manifold alignment NeurIPS 2021 How do fair decisions fare in long-term qualification? NeurIPS 2020 Delayed Impact of Fair Machine Learning IJCAI 2019 Learning Deep Mean Field Games for Modeling Large Population Behavior ICLR 2018 Mean Field Multi-Agent Reinforcement Learning ICML 2018 Learning Population-Level Diffusions with Generative RNNs ICML 2016 Inference in a Partially Observed Queuing Model with Applications in Ecology ICML 2015 Inferring neural population dynamics from multiple partial recordings of the same neural circuit NeurIPS 2013