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06/30/2023
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
Black-box zero-th order optimization is a central primitive for applicat...
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01/16/2023
Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management
Optimal resource allocation in modern communication networks calls for t...
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02/28/2022
Leveraging Channel Noise for Sampling and Privacy via Quantized Federated Langevin Monte Carlo
For engineering applications of artificial intelligence, Bayesian learni...
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06/20/2021