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📐 Information Geometry

Metric Spaces, Divergence Measures, Statistical Manifolds, Geometric Statistics

Geometry-aware Distance Measure for Diverse Hierarchical Structures in Hyperbolic Spaces
arxiv.org·1d
🌀Hyperbolic Geometry
The dynamics and geometry of choice in the premotor cortex
nature.com·21h
🔲Cellular Automata
DRIFT: Data Reduction via Informative Feature Transformation- Generalization Begins Before Deep Learning starts
arxiv.org·17h
🧠Machine Learning
Survey Statistics: Poststratification ?
statmodeling.stat.columbia.edu·1d
🎯Arithmetic Coding Theory
Fully lifted \emph{blirp} interpolation -- a large deviation view
arxiv.org·17h
🌀Fractal Compression
Greedy Is Good. Less Greedy May Be Better
gojiberries.io·20h·
Discuss: Hacker News
🧮Kolmogorov Complexity
Using Wavelets and Clustering to Predict Odd or Even Numbers: An Overengineered Approach with Pretty (But Confusing) Plots
dev.to·7h·
Discuss: DEV
🧠Machine Learning
Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators
arxiv.org·1d
🌀Riemannian Computing
Choice of Scoring Rules for Indirect Elicitation of Properties with Parametric Assumptions
arxiv.org·1d
👑Coq Tactics
Data Compression with Relative Entropy Coding
arxiv.org·2d
📐Compression Mathematics
Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network
arxiv.org·17h
🌀Differential Geometry
Granular-Ball-Induced Multiple Kernel K-Means
arxiv.org·1d
🌀Differential Geometry
Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning
arxiv.org·17h
🌀Riemannian Computing
A Set-to-Set Distance Measure in Hyperbolic Space
arxiv.org·1d
🌀Hyperbolic Geometry
Fast Rate Information-theoretic Bounds on Generalization Errors
arxiv.org·1d
⧗Information Bottleneck
A large deviation view of \emph{stationarized} fully lifted blirp interpolation
arxiv.org·17h
📐Compression Bounds
Uncertainty Quantification on Graph Learning: A Survey
arxiv.org·17h
🕸️Graph Embeddings
Low-Cost Infrastructure-Free 3D Relative Localization with Sub-Meter Accuracy in Near Field
arxiv.org·17h
📊Computational Geometry
Probabilistic and reinforced mining of association rules
arxiv.org·1d
🧠Learned Indexes
Edge Association Strategies for Synthetic Data Empowered Hierarchical Federated Learning with Non-IID Data
arxiv.org·1d
🧠Machine Learning
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