Valerie Carey – Medium

Valerie Carey

she/her

Pinned

Published in
TDS Archive

What (Not) To Say When Your Client Questions Your Results

Use these pivotal moments to build trust and understanding

Jul 19, 2022

An abstract image divided horizontally, with teal water on the left and light brown deck boards on the right.

Jul 19, 2022

Published in
TDS Archive

Visualizing Stochastic Regularization for Entity Embeddings

A glimpse into how neural networks perceive categoricals and their hierarchies

Aug 6, 2024

Visualizing Stochastic Regularization for Entity Embeddings

Aug 6, 2024

Published in
TDS Archive

Data Disruptions to Elevate Entity Embeddings

Injecting random values during neural network training can help you get more from your categoricals

Jun 4, 2024

Data Disruptions to Elevate Entity Embeddings

Jun 4, 2024

Published in
TDS Archive

No Label Left Behind: Alternative Encodings for Hierarchical Categoricals

Seeking a system that works for current and future codes

May 17, 2024

A lamp hanging in front of a window, with a flower box and mountain visible outside the window.

May 17, 2024

Published in
TDS Archive

Exploring Hierarchical Blending in Target Encoding

When can code hierarchies improve target encoding for high-cardinality categorical features?

Apr 18, 2024

Exploring Hierarchical Blending in Target Encoding

Apr 18, 2024

Published in
TDS Archive

SHAP vs. ALE for Feature Interactions: Understanding Conflicting Results

Model Explainers Don’t Produce Explanations

Oct 2, 2023

SHAP vs. ALE for Feature Interactions: Understanding Conflicting Results

Oct 2, 2023

Published in
Fanfare

Book Discussion| AI 2041: Ten Visions for Our Future

Exceptional young men, lovelorn young women, and bots

May 14, 2022

A male and a female lego robot on a blue background. The female robot is grimacing at the camera as the male robot looks at her.

May 14, 2022

Published in
TDS Archive

AI Integrity: Leadership Lessons from Other Industries

Do other fields make mistakes better?

Feb 4, 2022

AI Integrity: Leadership Lessons from Other Industries

Feb 4, 2022

Published in
TDS Archive

AI Integrity: Planning Ahead to Do The Right Thing

How to prepare for inevitable mistakes

Nov 30, 2021

AI Integrity: Planning Ahead to Do The Right Thing

Nov 30, 2021

Published in
TDS Archive

Measuring “Fairness” When Ages Differ

May 11, 2021

Measuring “Fairness” When Ages Differ

May 11, 2021

Valerie Carey

Valerie Carey

she/her

Friend of Medium

Data Scientist /business analyst. In love with all things analytics. Interested in AI ethics, credibility, trust. All opinions are my own.

Following

Help
Status
About
Careers
Press
Blog
Privacy
Rules
Terms
Text to speech