Machine Learning Frontiers mlfrontiers.substack.com

Real-life lessons on ML theory, practice, and careers from a seasoned ML engineer. This is the stuff you won't learn in "standard" ML curricula.

The LLM Judge Controversy
mlfrontiers.substack.com·6d·
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The Rise of LLM-Infused Embedding Models
mlfrontiers.substack.com·6w·
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Model Serving Engineering: A Primer
mlfrontiers.substack.com·10w·
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The Rise of Generative Recommenders
mlfrontiers.substack.com·23w·
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Towards a Scaling Law for Recommender Systems
mlfrontiers.substack.com·48w·
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Understanding DeepSeek-V3
mlfrontiers.substack.com·52w·
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Machine Learning Frontiers in 2024
mlfrontiers.substack.com·58w·
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Building, Deploying, and Hosting an LLM Application
mlfrontiers.substack.com·65w·
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Breaking down Tencent's Recommendation Algorithm
mlfrontiers.substack.com·69w·
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Machine Learning in Fraud Detection: A Primer
mlfrontiers.substack.com·81w·
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Causal Modeling in Recommender Systems: A Primer
mlfrontiers.substack.com·82w·
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The Problem With the Problem With Popularity Bias
mlfrontiers.substack.com·85w·
Discuss: Substack

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