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๐ŸŒ€ Differential Geometry

Manifold Learning, Riemannian Computing, Curvature Analysis, Geometric Data

Differential geometry of ML: a geometric interpretation of gradient descent
research.fal.aiยท1dยท
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๐ŸŒ€Riemannian Computing
Machine Learning Fundamentals: dimensionality reduction
dev.toยท21hยท
Discuss: DEV
๐Ÿ“Linear Algebra
Revisiting k-Means: 3 Approaches to Make It Work Better
machinelearningmastery.comยท22h
๐Ÿ“ŠVector Quantization
A Neural Net For a Graphing Calculator?
hackaday.comยท5h
๐Ÿค–Advanced OCR
Information geometric regularization of the barotropic Euler equation
arxiv.orgยท2d
๐Ÿ“Information Geometry
New mathematical models shed light on the mechanics of crystal defects
phys.orgยท23h
๐Ÿ“Mathematical Art
A New Geometry for Einsteinโ€™s Theory of Relativity
quantamagazine.orgยท22hยท
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๐ŸŒ€Riemannian Computing
Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
arxiv.orgยท9h
๐Ÿ“ŠLearned Metrics
Approximate First Principal Component
30fps.netยท27mยท
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๐Ÿ“Vector Dimensionality
Compressed data structures for Heegaard splittings
arxiv.orgยท1d
๐Ÿ•ณ๏ธPersistent Homology
Data-Driven Meta-Analysis and Public-Dataset Evaluation for Sensor-Based Gait Age Estimation
arxiv.orgยท9h
๐ŸŒ€Riemannian Computing
Discrete Differential Principle for Continuous Smooth Function Representation
arxiv.orgยท2d
๐Ÿ“Error Bounds
Mastering Dimensionality Reduction: A Comprehensive Guide to PCA, t-SNE, UMAP, and Autoencoders
dev.toยท4hยท
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๐Ÿ“Vector Dimensionality
Recurrent U-Net-Based Graph Neural Network (RUGNN) for Accurate Deformation Predictions in Sheet Material Forming
arxiv.orgยท9h
๐ŸŒ€Riemannian Computing
Physics-Informed Linear Model (PILM): Analytical Representations and Application to Crustal Strain Rate Estimation
arxiv.orgยท9h
๐ŸบComputational Archaeology
On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization
arxiv.orgยท2d
๐Ÿง Machine Learning
How AI Detects Cancer in Whole Slide Images
hackernoon.comยท18h
๐Ÿง Machine Learning
Algorithm Design and Comparative Test of Natural Gradient Gaussian Approximation Filter
arxiv.orgยท9h
๐ŸงฎKolmogorov Complexity
Machine Learning Fundamentals: dimensionality reduction example
dev.toยท20hยท
Discuss: DEV
๐Ÿ“Vector Dimensionality
Deep Generative Methods and Tire Architecture Design
arxiv.orgยท9h
๐ŸŒ€Riemannian Computing
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