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31 results on '"Perrone, Valerio"'

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1. Hyperparameter Optimization in Machine Learning

2. Structural Pruning of Pre-trained Language Models via Neural Architecture Search

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3. A Simple and Fast Baseline for Tuning Large XGBoost Models

4. A Nonmyopic Approach to Cost-Constrained Bayesian Optimization

5. A multi-objective perspective on jointly tuning hardware and hyperparameters

6. Automatic Termination for Hyperparameter Optimization

7. Lexical semantic change for Ancient Greek and Latin

8. Amazon SageMaker Autopilot: a white box AutoML solution at scale

9. Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization

10. Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization

11. Fair Bayesian Optimization

12. Cost-aware Bayesian Optimization

13. Constrained Bayesian Optimization with Max-Value Entropy Search

14. A Quantile-based Approach for Hyperparameter Transfer Learning

15. Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning

16. GASC: Genre-Aware Semantic Change for Ancient Greek

17. A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks

18. Multiple Adaptive Bayesian Linear Regression for Scalable Bayesian Optimization with Warm Start

19. Bayesian models for scalable machine learning

20. Poisson Random Fields for Dynamic Feature Models

21. Relativistic Monte Carlo

22. Automatic Termination for Hyperparameter Optimization

23. Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization

26. Fair Bayesian Optimization

29. Poisson Random Fields for Dynamic Feature Models.

30. Bayesian models for scalable machine learning

31. A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks.