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Zephyr314

528 karma · joined May 3, 2011

Co-founder and CEO of SigOpt. https://sigopt.com https://github.com/sigopt/ http://scottclark.io
submissionscomments

SigOpt (YC W15, Optimization Platform) is now fully open source

sigopt.com·1 pts·Zephyr314·
1

SigOpt (YC W15) is now open source

sigopt.org·4 pts·Zephyr314·
1

The Case of the Mysterious AWS ELB 504 Errors

sigopt.com·2 pts·Zephyr314·
0

The Case of the Mysterious AWS ELB 504 Errors

sigopt.com·2 pts·Zephyr314·
0

Mirages in Data

mlconf.com·2 pts·Zephyr314·
1

Balancing Multiple Metrics with Uncertainty

blog.sigopt.com·1 pts·Zephyr314·
1

Bayesian Optimization with Uncertainty

blog.sigopt.com·2 pts·Zephyr314·
1

Modeling with Uncertainty

blog.sigopt.com·1 pts·Zephyr314·
1

Clustering Applied to Acquisition Functions

blog.sigopt.com·1 pts·Zephyr314·
1

Circulant Binary Embeddings

blog.sigopt.com·15 pts·Zephyr314·
3

What’s Keeping Deep Learning in Academia from Reaching Its Full Potential?

datanami.com·2 pts·Zephyr314·
1

Deep Learning Hyperparameter Optimization with Competing Objectives

devblogs.nvidia.com·8 pts·Zephyr314·
4

Getting Hyped for Deep Learning Configs

datanami.com·1 pts·Zephyr314·
0

Fast CNN Tuning with AWS GPU Instances and SigOpt

aws.amazon.com·3 pts·Zephyr314·
1

Using Bayesian Optimization for Reinforcement Learning in an AI Agent

blog.sigopt.com·3 pts·Zephyr314·
2

SigOpt (YC W15) raises $6.6M A led by a16z for Bayesian optimization platform

blog.sigopt.com·1 pts·Zephyr314·
1

Intro to Multicriteria Optimization

blog.sigopt.com·69 pts·Zephyr314·
44

Bayesian Optimization for Collaborative Filtering with MLlib

blog.sigopt.com·42 pts·Zephyr314·
30

Breaking Free of the Grid (Bayesian Opt vs. Grid Search, History and Comparisons)

blog.sigopt.com·1 pts·Zephyr314·
0

Deep Neural Network Optimization with SigOpt and Nervana Cloud

blog.sigopt.com·1 pts·Zephyr314·
1

Winning on Wall Street: Tuning Trading Models with Bayesian Optimization

blog.sigopt.com·2 pts·Zephyr314·
1

Show HN: One line Bayesian optimization of scikit_learn model hyperparameters

github.com·4 pts·Zephyr314·
2

TensorFlow ConvNets on a Budget with Bayesian Optimization

blog.sigopt.com·3 pts·Zephyr314·
1

Unsupervised Learning with Even Less Supervision Using Bayesian Optimization

blog.sigopt.com·85 pts·Zephyr314·
21

Using Model Tuning to Beat Vegas

blog.sigopt.com·3 pts·Zephyr314·
7

Profile Likelihood vs. Kriging Variance

blog.sigopt.com·3 pts·Zephyr314·
1

Likelihood for Gaussian Processes

blog.sigopt.com·40 pts·Zephyr314·
26

Automatically tuning text classifiers (with Bayesian Optimization)

blog.sigopt.com·3 pts·Zephyr314·
0

Approximation of Data (and why it matters for optimization)

blog.sigopt.com·1 pts·Zephyr314·
0

Intuition behind Covariance Kernels

blog.sigopt.com·12 pts·Zephyr314·
1
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