Tag: front
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When Optimal is the Enemy of Good: High-Budget Differential Privacy for Medical AI
When Optimal is the Enemy of Good: High-Budget Differential Privacy for Medical AI Imagine you’re building your dream home. Just about everything is ready. All that’s left to do is pick out a front door. Since the neighborhood has a low crime rate, you decide you want a door with a standard lock — nothing too fancy,…
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Sequential Learning of the Pareto Front for Multi-objective Bandits
Sequential Learning of the Pareto Front for Multi-objective Bandits arXiv:2501.17513v1 Announce Type: new Abstract: We study the problem of sequential learning of the Pareto front in multi-objective multi-armed bandits. An agent is faced with K possible arms to pull. At each turn she picks one, and receives a vector-valued reward. When she thinks she has…