🧠 AI Research - obaqueiro · Scour

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

💬LLMs Academic

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

⚙️ML Engineering Tutorial

iwtlp.com··DEV

SLUUG Talk: Demystifying Large Language Models on Linux

💬LLMs Code

github.com··DEV

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

⚙️ML Engineering Blog

Backpropagation Without the Magic: A First-Principles Derivation

💬LLMs Blog

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Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

⚙️ML Engineering

aarushgupta.io··Lobsters, Hacker News

A Theory on Flow Matching with Neural Networks

⚙️ML Engineering Academic

Towards Diverse Scientific Hypothesis Search with Large Language Models

💬LLMs Academic

Forward-Only Convolutional Neural Networks with Learnable Channel-Class Assignment

⚙️ML Engineering Academic

Flatland: The Adventures of Gradient Descent with Large Step Sizes

💬LLMs Academic

Pseudospectral Bounds for Transient Amplification in Coupled Gradient Descent

⚙️ML Engineering Academic

The Emergence of Reproducibility and Generalizability in Diffusion Models

💬LLMs Academic

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

⚙️ML Engineering Academic

Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning

⚙️ML Engineering Academic

Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods

🧠Neuroscience Academic

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

💬LLMs Academic

ERAlign: Energy-based Representation Alignment of GNNs and LLMs on Text-attributed Graphs

💬LLMs Academic

Reinforcement Learning for Flow-Matching Policies with Density Transport

💬LLMs Academic

How Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs

💬LLMs Academic

Gradient Descent with Large Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway

⚙️ML Engineering Academic

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