Need-to-Know Notes: Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees Speaker: Avi Wigderson is the only person in history to have won both a Turing Award (computer science) and Abel Prize (math).

Hyperopt James Bergstra - Deep Overview

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Deep Overview

In this video, we discuss Bayesian optimization method for Hyperparameter Tuning. Avi Wigderson is the only person in history to have won both a Turing Award (computer science) and Abel Prize (math).

General What to Check First

Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees Speaker: This is an excerpt from The Data Exchange Podcast (Episode 41, Max Pumperla). About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying ...

General What It Connects To

About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying ...

Relevant Notes

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Key points worth scanning

  • This is an excerpt from The Data Exchange Podcast (Episode 41, Max Pumperla).
  • Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees Speaker:
  • Avi Wigderson is the only person in history to have won both a Turing Award (computer science) and Abel Prize (math).
  • In this video, we discuss Bayesian optimization method for Hyperparameter Tuning.
  • About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying ...

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Topic Visual Overview

Hyperopt - James Bergstra
Hyperopt: A Python library for optimizing machine learning algorithms; SciPy 2013
TPE: how hyperopt works
Machine Learning for Predictive Auto-Tuning (Bergstra, Pinto, Cox - Harvard)
Hyperopt Demo
James Bergstra: From Teleoperation to AGI
Max Pumperla on open source Hyperparameter Tuning libraries (Hyperopt, Optuna, and Tune)
Invited Talk - James Bergstra, University of Waterloo
Turing Award Winner: P vs NP, Zero-Knowledge Proofs, Quantum Computation | Avi Wigderson
Bayesian Hyperparameter Tuning | Hidden Gems of Data Science
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Review Topic Summary
Hyperopt - James Bergstra

Hyperopt - James Bergstra

Read more details and related context about Hyperopt - James Bergstra.

Hyperopt: A Python library for optimizing machine learning algorithms; SciPy 2013

Hyperopt: A Python library for optimizing machine learning algorithms; SciPy 2013

Read more details and related context about Hyperopt: A Python library for optimizing machine learning algorithms; SciPy 2013.

TPE: how hyperopt works

TPE: how hyperopt works

Read more details and related context about TPE: how hyperopt works.

Machine Learning for Predictive Auto-Tuning (Bergstra, Pinto, Cox - Harvard)

Machine Learning for Predictive Auto-Tuning (Bergstra, Pinto, Cox - Harvard)

Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees Speaker:

Hyperopt Demo

Hyperopt Demo

About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying ...

James Bergstra: From Teleoperation to AGI

James Bergstra: From Teleoperation to AGI

Read more details and related context about James Bergstra: From Teleoperation to AGI.

Max Pumperla on open source Hyperparameter Tuning libraries (Hyperopt, Optuna, and Tune)

Max Pumperla on open source Hyperparameter Tuning libraries (Hyperopt, Optuna, and Tune)

This is an excerpt from The Data Exchange Podcast (Episode 41, Max Pumperla). Full episode can be found on ...

Invited Talk - James Bergstra, University of Waterloo

Invited Talk - James Bergstra, University of Waterloo

Read more details and related context about Invited Talk - James Bergstra, University of Waterloo.

Turing Award Winner: P vs NP, Zero-Knowledge Proofs, Quantum Computation | Avi Wigderson

Turing Award Winner: P vs NP, Zero-Knowledge Proofs, Quantum Computation | Avi Wigderson

Avi Wigderson is the only person in history to have won both a Turing Award (computer science) and Abel Prize (math).

Bayesian Hyperparameter Tuning | Hidden Gems of Data Science

Bayesian Hyperparameter Tuning | Hidden Gems of Data Science

In this video, we discuss Bayesian optimization method for Hyperparameter Tuning. Chapters: 0:00 Introduction to ...