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From HNSW to Information-Theoretic Binarization: Rethinking the Architecture of Scalable Vector Search
arxiv.org·1d
🗂️Vector Search
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Qdrant - Vector Database
qdrant.tech·1d
🗂️Vector Databases
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Feature Scaling: Why Your Model Thinks a $50,000 Salary Matters More Than 20 Years of Experience
dev.to·1d·
Discuss: DEV
🎯Arithmetic Coding Theory
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Beyond the Geometric Curse: High-Dimensional N-Gram Hashing for Dense Retrieval
arxiv.org·7h
📐Geometric Hashing
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featurestorebook/mlfs-book: O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
github.com·11h·
Discuss: Hacker News
🧠Machine Learning
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**Abstract:** This paper introduces a novel approach to classifying time-series data representing evolving 4-dimensional manifold invariants, a critical chal...
freederia.com·2d
🕸️Algebraic Topology
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AI helps find trees in a forest: Researchers achieve 3D forest reconstruction from remote sensing data
phys.org·14h
🏺Computational Archaeology
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Don't use cosine similarity carelessly
p.migdal.pl·1d
📐Vector Similarity
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Redacting Faces, People, Vehicles, and Plates with Amped Replay Assisted Redaction
blog.ampedsoftware.com·21h
🧪Archive Fuzzing
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You Probably Don’t Need a Vector Database for Your RAG — Yet
towardsdatascience.com·1d
🗂️Vector Databases
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Using Clustering to Group Songs by Tempo, Energy, and Vocals
dev.to·1d·
Discuss: DEV
🎵Acoustic Fingerprinting
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The Advanced Matrix Factorization Jungle
igorcarron.github.io·3d·
Discuss: Hacker News
📐Linear Algebra
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From Retrieval to Relevance: 5 Reranker Types Defining Modern Search Systems
pub.towardsai.net
·1d
🎯Retrieval Systems
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ANN v3: 200ms p99 query latency over 100 billion vectors
turbopuffer.com·1d·
Discuss: Hacker News
💨Cache Optimization
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A Zero-Parameter Derivation of Fundamental Constants from Informational Geometry
zenodo.org·9h·
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📐Information Geometry
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Kolmogorov Complexity
en.wikipedia.org·23h·
Discuss: Hacker News
🧮Kolmogorov Complexity
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Inside Mixedbread: How We Built Multimodal Late-Interaction at Billion Scale
mixedbread.com·2d·
Discuss: Hacker News
🗂️Vector Search
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Exploring Text Compression
denvaar.dev·1d
📝Text Compression
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From 75% to 99.6%: The Math of LLM Ensembles
shibaprasadb.com·1d·
Discuss: Hacker News
🧮Kolmogorov Bounds
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Show HN: 4x faster Deep Learning training – we replaced the DataLoader with Rust
news.ycombinator.com·1d·
Discuss: Hacker News
🦀Embedded Rust
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