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📐 Vector Dimensionality

PCA, t-SNE, Embedding Compression, High-dimensional Data

Machine Learning Fundamentals: dimensionality reduction example
dev.to·1h·
Discuss: DEV
🧠Machine Learning
Revisiting k-Means: 3 Approaches to Make It Work Better
machinelearningmastery.com·3h
📊Vector Quantization
Machine Learning Fundamentals: dimensionality reduction
dev.to·2h·
Discuss: DEV
📐Linear Algebra
On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization
arxiv.org·1d
🧠Machine Learning
Inside PinRec - Pinterest’s Production-Ready Generative Retrieval Model
shaped.ai·17h
🎯Retrieval Systems
Longer scans boost prediction and cut costs in brain-wide association studies
nature.com·2h
🧠Intelligence Compression
Differential geometry of ML: a geometric interpretation of gradient descent
research.fal.ai·20h·
Discuss: Hacker News
🌀Differential Geometry
Compressed data structures for Heegaard splittings
arxiv.org·13h
🕳️Persistent Homology
Using DuckDB for Embeddings and Vector Search – Random Thoughts
blog.brunk.io·2d
🗂️Vector Databases
Amazon S3 Vectors: Cloud storage with native vector support
docs.aws.amazon.com·10h·
Discuss: Hacker News
🗂️Vector Databases
A Minimal DDPM
github.com·15h·
Discuss: Hacker News
🧠Machine Learning
Robust-Multi-Task Gradient Boosting
arxiv.org·13h
📊Learned Metrics
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone
arxiv.org·13h
🌀Differential Geometry
What are Vectors and Matrices?
dev.to·1d·
Discuss: DEV
📐Linear Algebra
Data-Driven Matrix Recovery with High-Dimensional Noise via Optimal Shrinkage of Singular Values and Wavelet Shrinkage of Singular Vectors
arxiv.org·1d
📐Linear Algebra
Women Sport Actions Dataset for Visual Classification Using Small Scale Training Data
arxiv.org·13h
📊Learned Metrics
The Utility of the Virtual Imaging Trials Methodology for Objective Characterization of AI Systems and Training Data
arxiv.org·13h
🤖Advanced OCR
Categorical Features: The Backbone of Search & Recs Engineering
shaped.ai·1d
🧠Learned Indexing
Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs
arxiv.org·13h
🕸️Neo4j
Class-Proportional Coreset Selection for Difficulty-Separable Data
arxiv.org·13h
🧠Machine Learning
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