Picture for Valerio Perrone

Valerio Perrone

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

Add code
May 03, 2024
Viaarxiv icon

A Simple and Fast Baseline for Tuning Large XGBoost Models

Add code
Nov 12, 2021
Figure 1 for A Simple and Fast Baseline for Tuning Large XGBoost Models
Figure 2 for A Simple and Fast Baseline for Tuning Large XGBoost Models
Figure 3 for A Simple and Fast Baseline for Tuning Large XGBoost Models
Figure 4 for A Simple and Fast Baseline for Tuning Large XGBoost Models
Viaarxiv icon

A Nonmyopic Approach to Cost-Constrained Bayesian Optimization

Add code
Jun 10, 2021
Figure 1 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Figure 2 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Figure 3 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Figure 4 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Viaarxiv icon

A multi-objective perspective on jointly tuning hardware and hyperparameters

Add code
Jun 10, 2021
Figure 1 for A multi-objective perspective on jointly tuning hardware and hyperparameters
Figure 2 for A multi-objective perspective on jointly tuning hardware and hyperparameters
Figure 3 for A multi-objective perspective on jointly tuning hardware and hyperparameters
Figure 4 for A multi-objective perspective on jointly tuning hardware and hyperparameters
Viaarxiv icon

Overfitting in Bayesian Optimization: an empirical study and early-stopping solution

Add code
Apr 16, 2021
Figure 1 for Overfitting in Bayesian Optimization: an empirical study and early-stopping solution
Figure 2 for Overfitting in Bayesian Optimization: an empirical study and early-stopping solution
Figure 3 for Overfitting in Bayesian Optimization: an empirical study and early-stopping solution
Figure 4 for Overfitting in Bayesian Optimization: an empirical study and early-stopping solution
Viaarxiv icon

Lexical semantic change for Ancient Greek and Latin

Add code
Jan 22, 2021
Figure 1 for Lexical semantic change for Ancient Greek and Latin
Figure 2 for Lexical semantic change for Ancient Greek and Latin
Figure 3 for Lexical semantic change for Ancient Greek and Latin
Figure 4 for Lexical semantic change for Ancient Greek and Latin
Viaarxiv icon

Amazon SageMaker Autopilot: a white box AutoML solution at scale

Add code
Dec 16, 2020
Figure 1 for Amazon SageMaker Autopilot: a white box AutoML solution at scale
Figure 2 for Amazon SageMaker Autopilot: a white box AutoML solution at scale
Figure 3 for Amazon SageMaker Autopilot: a white box AutoML solution at scale
Figure 4 for Amazon SageMaker Autopilot: a white box AutoML solution at scale
Viaarxiv icon

Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization

Add code
Dec 15, 2020
Figure 1 for Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization
Figure 2 for Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization
Figure 3 for Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization
Figure 4 for Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization
Viaarxiv icon

Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization

Add code
Nov 24, 2020
Figure 1 for Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization
Figure 2 for Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization
Figure 3 for Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization
Figure 4 for Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization
Viaarxiv icon

Fair Bayesian Optimization

Add code
Jun 09, 2020
Figure 1 for Fair Bayesian Optimization
Figure 2 for Fair Bayesian Optimization
Figure 3 for Fair Bayesian Optimization
Figure 4 for Fair Bayesian Optimization
Viaarxiv icon