🤖 Machine Learning - jhcha.oyo · Scour

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

🧠Neural Networks Academic

PyTorch from Scratch — Part 1: Tensors, Gradients & Activations

🧠Neural Networks

Sequential Fitting: A Different Perspective on the Spectral Bias of Neural Networks

towardsdatascience.com·

Algebraic Cryptanalytic Extraction on Hard-Label Neural Networks

eprint.iacr.org·

Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

aarushgupta.io··Lobsters, Hacker News

I stopped using most of Rust’s advanced features for my ML library

🤖AI Code

github.com··r/rust

Reinforcement Learning and Optimal Control Book (RIP Dimitri Bertsekas)

🤖AI Academic

web.mit.edu··Hacker News

A Theory on Flow Matching with Neural Networks

🤖AI Academic

Convergence Rates for Neural-Network Estimation with Current-Status Data

🤖AI Academic

Is an Online Master’s Degree in AI a Good Idea?

📊Data Science

towardsdatascience.com·

JGRA: Jacobian Geometry Robustness Assessment in NISQ Noise-Aware Quantum Neural Networks

🤖AI Academic

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

🧠Deep Learning Academic

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

🧠Deep Learning Academic

Limitations of Learning Tanh Neural Networks with Finite Precision

🤖AI Academic

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

🧠Deep Learning Academic

Conservation Laws from Data Symmetry in Neural Networks

🤖AI Academic

Second-Order Path Kernel Interpolation Formulas in Machine Learning

🤖AI Academic

Knockoffs-based False Discovery Rate Control and Simplification for Deep Neural Networks

🤖AI Academic

Flatland: The Adventures of Gradient Descent with Large Step Sizes

🧠Deep Learning Academic

Optimizing Energy-based Neural Network Training with Coherent Ising Machine

🤖AI Academic

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