🌈 Spectral Methods - matmat · Scour

Deep Convolutional Networks on Graph-Structured Data

paperium.net·1d·

Discuss: DEV

📊Spectral Graphs

Treating Functions as Vectors in Hilbert Space

hackaday.com·1d

📐Linear Algebra

Modeling Non-Ergodic Path Effects Using Conditional Generative Model for Fourier Amplitude Spectra

arxiv.org·3d

🎼Audio Lambda Calculus

Gaussian concentration bounds for probabilistic cellular automata | Journal of Statistical Physics

link.springer.com·1d

🔲Cellular Automata

Laplacian Network Optimization via Information Functions

arxiv.org·4d

📐Information Geometry

Attention from First Principles

metaworld.me·3d·

Discuss: Lobsters, Hacker News

🧠Machine Learning

Information, Physics, and Computation (Oxford Graduate Texts): Mézard, Marc, Montanari, Andrea: 8601410201722: Amazon.com: Books

amazon.com·1d

📐Compression Mathematics

Analytic and Variational Stability of Deep Learning Systems

arxiv.org·2d

🌀Riemannian Computing

Building a Neural Network from scratch

pub.towardsai.net

·2d

🧠Machine Learning

Out-of-Distribution Detection in Molecular Complexes via Diffusion Models for Irregular Graphs

arxiv.org·4d

🕳️Persistent Homology

Deep Kronecker Network

arxiv.org·2d

🧠Machine Learning

From Dissipativity Property to Data-Driven GAS Certificate of Degree-One Homogeneous Networks with Unknown Topology

arxiv.org·3d

🕸️Network Topology

CoSeNet: A Novel Approach for Optimal Segmentation of Correlation Matrices

arxiv.org·2d

🧠Machine Learning

Towards a General Framework for Predicting and Explaining the Hardness of Graph-based Combinatorial Optimization Problems using Machine Learning and Association Rule Mining

arxiv.org·2d

🕸️Graph Embeddings

Knowledge-Driven 3D Semantic Spectrum Map: KE-VQ-Transformer Based UAV Semantic Communication and Map Completion

arxiv.org·2d

🧮Kolmogorov Complexity

Orthogonal Approximate Message Passing with Optimal Spectral Initializations for Rectangular Spiked Matrix Models

arxiv.org·4d

📐Linear Algebra

Multi Modal Attention Networks with Uncertainty Quantification for Automated Concrete Bridge Deck Delamination Detection

arxiv.org·3d

🧠Machine Learning

Benchmarking and Enhancing VLM for Compressed Image Understanding

arxiv.org·2d

🧠Learned Compression

Subgroup Discovery with the Cox Model

arxiv.org·2d

🧠Machine Learning

CHAMMI-75: pre-training multi-channel models with heterogeneous microscopy images

arxiv.org·2d

🧠Machine Learning

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