Optimization Theory

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Scoured 74 posts in 6.4 ms

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

 📊Optimization  Content type: Academic
arxiv.org·

Aligning Superintelligent Humans

 📊Optimization
lesswrong.com·

Introducing Waymo’s New Reference Model for Human Collision Avoidance

 🎮Reinforcement Learning  Content type: Blog
waymo.com··Hacker News

ml-from-scratch-book/code: Companion code for Machine Learning From Scratch — 10 core ML algorithms built from scratch with NumPy, compared with Scikit-learn and PyTorch.

 📈Statistical Learning  Content type: Code
github.com··Hacker News
Less-relevant results

The Untrainable

 📊Optimization  Content type: News  Content type: Blog

Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

 📊Optimization

Research Proposal: Decoupled RISC-LLM Architectures via Circadian Synaptic Consolidation

 🗣️Large Language Models
aermia.com··Hacker News

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

 📐Linear Algebra  Content type: Blog
tridao.me··Hacker News

Show HN: JazzBench, an LLM reasoning benchmark using jazz improvisation

 Automatic Differentiation  Content type: Blog
flatnine.co··Hacker News

Multi-ResNets for Subspace Preconditioning in Constrained Optimization

 📊Optimization  Content type: Academic
arxiv.org·

Designing Loops That Prompt Coding Agents: The Six I Actually Run

 📊Optimization

Growing Pains of Starting a Secret Society

 📊Optimization  Content type: Blog

An Ensembled Latent Factor Model via Differential Evolution and Gradient Descent Optimization

 📊Optimization  Content type: Academic
arxiv.org·

SAT-Physical Thermodynamic Framework: treating constraints as a thermal system

 🐍Python  Content type: Code
github.com··Hacker News

Optimal Rates for Generalization of Gradient Descent Methods with Deep Neural Networks

 🧠Deep Learning  Content type: Academic
arxiv.org·

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

 📊Optimization  Content type: Academic
arxiv.org·

Second-Order Path Kernel Interpolation Formulas in Machine Learning

 📊Optimization  Content type: Academic
arxiv.org·

Mankirat47/Dao-Heart-3.13: An inspectable, symbolic value governance layer for AI, simulate then commit guards for warmth, agency, identity, and honesty, with falsifiable benchmarks.

 🐍Python  Content type: Code
github.com··Hacker News

Pseudospectral Bounds for Transient Amplification in Coupled Gradient Descent

 📊Optimization  Content type: Academic
arxiv.org·

Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization

 📊Optimization  Content type: Academic
arxiv.org·

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