Optimization
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption
Neural Information Processing Systems
We study the infinite-horizon restless bandit problem with the average reward criterion, in both discrete-time and continuous-time settings.
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Saliency-AwareNeuralArchitectureSearch
Neural Information Processing Systems
In machine learning applications, an input data example typically consists ofmanydata elements.
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Protein Design with Guided Discrete Diffusion
Neural Information Processing Systems
A popular approach to protein design is to combine a generative model with a discriminative model for conditional sampling.
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