Optimization

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Scoured 72 posts in 5.9 ms

Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Machine learning from scratch, what to build before using scikit-learn

聽馃攧Backpropagation 聽Content type: Tutorial
iwtlp.com路路DEV

smile/deep at master 路 haifengl/smile

聽馃Linear Algebra + AI 聽Content type: Code
github.com路路Hacker News

Loss Functions in Machine Learning

聽馃Calculus + AI 聽Content type: Blog
medium.com
路

Lightweight CNN SE transformer for robust weed classification with optimizer aware performance

聽馃Transformers 聽Content type: Academic
nature.com路

LLM are universal simulators

聽馃Calculus + AI
invertedpassion.com路路Hacker News

Gram Newton-Schulz: A Fast, Hardware-Aware Newton-Schulz Algorithm for Muon

聽馃Linear Algebra + AI 聽Content type: Blog
tridao.me路路Hacker News

Welcome to Machine Learning With Manya: The Ultimate Adventure Map!

聽馃Calculus + AI 聽Content type: Blog
medium.com路

Discrete Diffusion Modelling by Estimating the Ratios of the Data Distribution

聽馃敟PyTorch 聽Content type: News 聽Content type: Blog
leetarxiv.substack.com路路Substack, r/programming

Reinventing Entropy

聽馃Calculus + AI 聽Content type: News 聽Content type: Blog
3blue1brown.substack.com路路Substack

Simplicity Suffices for Parameter Noise Injection in Stochastic Gradient Descent

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Vibe Diaries: Training Nanochat

聽馃Linear Algebra + AI
vibediary.dev路路Hacker News
Less-relevant results

Agents Need Work Data: A Primer on RLWD, or Reinforcement Learning on Work Data

聽馃Calculus + AI
anjalishriva.com路路Hacker News

The sample efficiency black hole

聽馃Calculus + AI 聽Content type: News
dwarkesh.com路路Hacker News

Physics-informed neural networks with caputo-fabrizio derivatives for nonlinear fractal-fractional delay equations and chaotic systems

聽馃Calculus + AI 聽Content type: Academic
nature.com路

Capacity-Constrained Online Convex Optimization with Delayed Feedback

聽馃攧Backpropagation 聽Content type: Academic
arxiv.org路

Unpacking AI: The Hardware Behind AI

聽馃Linear Algebra + AI 聽Content type: News
pathtostaff.com路路Hacker News

Direct Indexing with Exclusions

聽馃Calculus + AI
world.hey.com路路Hacker News

Multilevel Stochastic Gradient Descent for Risk-Averse PDE-Constrained Optimization

聽馃Calculus + AI 聽Content type: Academic
arxiv.org路

Sakana AI's Recursive Self-Improvement (RSI) Lab

聽馃Calculus + AI
sakana.ai路路Hacker News

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