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pareto frontier

34 papers

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Co-occurring keywords · papers mentioning both

multi-objective optimization (11) bayesian optimization (5) regret bound (3) model compression (3) stochastic linear bandit (2) large language model (2) multi-armed bandit (2) constrained optimization (2) neural network optimization (2) neural architecture search (2)

Papers

The Pareto Frontier of model selection for general Contextual Bandits NeurIPS 2021 Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning ICML 2020 HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks NeurIPS 2020 Modelling Diversity of Solutions AAAI 2020 Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization ICML 2020 Efficient and Thrifty Voting by Any Means Necessary NeurIPS 2019 Recycling Privileged Learning and Distribution Matching for Fairness NeurIPS 2017 Pareto Frontier Learning with Expensive Correlated Objectives ICML 2016 The Pareto Regret Frontier for Bandits NeurIPS 2015