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·
Discuss: Substack
The Rise of LLM-Infused Embedding Models
mlfrontiers.substack.com·6w·
Discuss: Substack
Model Serving Engineering: A Primer
mlfrontiers.substack.com·10w·
Discuss: Substack
Feature Infrastructure Engineering: A Comprehensive Guide
mlfrontiers.substack.com·15w·
Discuss: Substack
From XGBoost to Foundation Models: The Next Frontier in Fraud Detection
mlfrontiers.substack.com·19w·
Discuss: Substack
The Rise of Generative Recommenders
mlfrontiers.substack.com·23w·
Discuss: Substack
Towards a Scaling Law for Recommender Systems
mlfrontiers.substack.com·48w·
Discuss: Substack
Understanding DeepSeek-V3
mlfrontiers.substack.com·52w·
Discuss: Substack
Hierarchical Mixtures of Experts: The Next Generation of Multi-Task Learners
mlfrontiers.substack.com·54w·
Discuss: Substack
FlashAttention: Making Attention 7x Faster Without Sacrificing Accuracy
mlfrontiers.substack.com·56w·
Discuss: Substack
Machine Learning Frontiers in 2024
mlfrontiers.substack.com·58w·
Discuss: Substack
DCNv3: Unlocking Extremely High-Order Feature Interactions with Exponential Cross Layers
mlfrontiers.substack.com·61w·
Discuss: Substack
Understanding ML Compilers: The Journey From Your Code Into the GPU
mlfrontiers.substack.com·63w·
Discuss: Substack
Building, Deploying, and Hosting an LLM Application
mlfrontiers.substack.com·65w·
Discuss: Substack
Understanding Embedding Dimensional Collapse in Recommender Systems
mlfrontiers.substack.com·68w·
Discuss: Substack
Breaking down Tencent's Recommendation Algorithm
mlfrontiers.substack.com·69w·
Discuss: Substack
Target Attention Is All You Need: Modeling Extremely Long User Action Sequences in Recommender Systems
mlfrontiers.substack.com·75w·
Discuss: Substack
Machine Learning in Fraud Detection: A Primer
mlfrontiers.substack.com·81w·
Discuss: Substack
Causal Modeling in Recommender Systems: A Primer
mlfrontiers.substack.com·82w·
Discuss: Substack
The Problem With the Problem With Popularity Bias
mlfrontiers.substack.com·85w·
Discuss: Substack

Keyboard Shortcuts

Navigation
Next / previous item
j/k
Open post
oorEnter
Preview post
v
Post Actions
Love post
a
Like post
l
Dislike post
d
Undo reaction
u
Recommendations
Add interest / feed
Enter
Not interested
x
Go to
Home
gh
Interests
gi
Feeds
gf
Likes
gl
History
gy
Changelog
gc
Settings
gs
Browse
gb
Search
/
General
Show this help
?
Submit feedback
!
Close modal / unfocus
Esc

Press ? anytime to show this help