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Nikolas Kantas

Scalarisation-based risk concepts for robust multi-objective optimisation

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May 16, 2024
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Random Pareto front surfaces

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May 02, 2024
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Multi-Objective Optimization Using the R2 Utility

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May 19, 2023
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Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds

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Feb 01, 2023
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Joint Entropy Search for Multi-objective Bayesian Optimization

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Oct 06, 2022
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On stochastic mirror descent with interacting particles: convergence properties and variance reduction

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Jul 15, 2020
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The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad minima?

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May 10, 2019
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On Adaptive Estimation for Dynamic Bernoulli Bandits

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May 15, 2018
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