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Hyperparameter Optimization Best Practices

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12 items
Last updated on Nov 22, 2021
public playlist
Tips, tricks, and use cases that walk viewers through best practices for hyperparameter optimization.

✔️ Learn more about SigOpt: https://sigopt.com
SigOpt
Warm Start Tuning with Prior Beliefs
29:02
Warm Start Tuning with Prior Beliefs

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SigOpt
Tuning for Systematic Trading: Training, Tuning, and Metric Strategy
33:14
Tuning for Systematic Trading: Training, Tuning, and Metric Strategy

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SigOpt
Tuning for Systematic Trading: Efficient Deep Learning and Tuning
27:51
Tuning for Systematic Trading: Efficient Deep Learning and Tuning

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SigOpt
Tuning for Systematic Trading: Intuition Behind Bayesian Optimization
33:27
Tuning for Systematic Trading: Intuition Behind Bayesian Optimization

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SigOpt
Critical Capabilities of Optimization in the Enterprise
51:43
Critical Capabilities of Optimization in the Enterprise

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SigOpt
Tuning 2.0: Advanced Optimization Techniques Webinar
45:47
Tuning 2.0: Advanced Optimization Techniques Webinar

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SigOpt
GTC Silicon Valley 2019: Tuning the Un-Tunable: Lessons for Tuning Expensive Deep Learning Functions
35:21
GTC Silicon Valley 2019: Tuning the Un-Tunable: Lessons for Tuning Expensive Deep Learning Functions

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SigOpt
ODSC West 2018: Tuning the Untunable – Insights for Deep Learning Optimization
39:03
ODSC West 2018: Tuning the Untunable – Insights for Deep Learning Optimization

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SigOpt
Beyond the Pareto Frontier: Constraint Active Search for Multiobjective Experimental Design
5:01
Beyond the Pareto Frontier: Constraint Active Search for Multiobjective Experimental Design

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SigOpt
Boost AI Experimentation to Design, Explore, and Optimize Your Models: Summit Keynote, Scott Clark
41:01
Boost AI Experimentation to Design, Explore, and Optimize Your Models: Summit Keynote, Scott Clark

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SigOpt
Best Practices for Experiment Design with Marat Latypov, Paul Leu, and Vishwanath Hegadekatte
46:40
Best Practices for Experiment Design with Marat Latypov, Paul Leu, and Vishwanath Hegadekatte

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SigOpt
Hyperparameter Optimization of MLPerf Training with Habana Labs: SigOpt Summit 2021
28:58
Hyperparameter Optimization of MLPerf Training with Habana Labs: SigOpt Summit 2021

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