conftrace_

population dynamics

22 papers

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Co-occurring keywords

evolutionary algorithm (264) pareto front (63) runtime analysis (41) multi-objective optimization (364) fairness criterion (21) neural population (44) stochastic process (388) optimal transport (948) neural decoding (79) surrogate modeling (24)

Papers

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
Data Pollination: An Emergent Ecological Process Driving AI Population Evolution ACL 2026
Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm IJCAI 2025
Surrogate Bayesian Networks for Approximating Evolutionary Games AISTATS 2024
Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations AAAI 2024
Online Control in Population Dynamics NIPS 2024
A Unified, Scalable Framework for Neural Population Decoding NIPS 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 NIPS 2023
Deep Momentum Multi-Marginal Schrödinger Bridge NIPS 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 NIPS 2021
How do fair decisions fare in long-term qualification? NIPS 2020
Delayed Impact of Fair Machine Learning IJCAI 2019
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 NIPS 2013