Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation
arxiv.org·2d
🧮Vector Embeddings
There are exponentially many vectors with small inner product
lmao.bearblog.dev·15h·
Discuss: Hacker News
⚽Sphere Packing
Beyond Embeddings: Building Metadata-Rich Indexes from Academic PDFs
dev.to·3h·
Discuss: DEV
🔍Semantic Search
Decision Trees Aren’t Just for Tabular Data
machinelearningmastery.com·23h
🧠Machine Learning
Beyond the Linear Separability Ceiling
arxiv.org·5h
🧠Machine Learning
Crunching The News For Fun And Little Profit
hackaday.com·1d
📰RSS Archaeology
Why No Single Algorithm Solves Deduplication — and What to Do Instead
hackernoon.com·1d
🔍MinHash Variants
Ampere: Communication-Efficient and High-Accuracy Split Federated Learning
arxiv.org·5h
🧠Machine Learning
Multi-level Mixture of Experts for Multimodal Entity Linking
arxiv.org·5h
🧮Vector Embeddings
Diffusion Elites: surprisingly good, simple and embarrassingly parallel
blog.christianperone.com·1d·
Discuss: Lobsters, Hacker News, r/programming
📊Learned Metrics
Rethinking the Privacy of Text Embeddings: A Reproducibility Study of "Text Embeddings Reveal (Almost) As Much As Text"
arxiv.org·5h
🧪Archive Fuzzing
JECQ: Smart, Open-Source Compression for FAISS Users—6x Compression Ratio, 85% Accuracy
dev.to·1d·
Discuss: DEV
📊Quantization
Topic Modeling and Link-Prediction for Material Property Discovery
arxiv.org·2d
🧭Content Discovery
Centralized Copy-Paste: Enhanced Data Augmentation Strategy for Wildland Fire Semantic Segmentation
arxiv.org·1d
⛏️File Carving
SCoRE: Streamlined Corpus-based Relation Extraction using Multi-Label Contrastive Learning and Bayesian kNN
arxiv.org·1d
🔍Information Retrieval
ArchiveGPT: A human-centered evaluation of using a vision language model for image cataloguing
arxiv.org·5h
📄Document Digitization
Curriculum Negative Mining For Temporal Networks
arxiv.org·5h
🕸️Graph Embeddings
Towards Interpretable PolSAR Image Classification: Polarimetric Scattering Mechanism Informed Concept Bottleneck and Kolmogorov-Arnold Network
arxiv.org·3d
📊Learned Metrics
How to Perform Effective Data Cleaning for Machine Learning
towardsdatascience.com·1d
⛏️File Carving
DREAM: Document Reconstruction via End-to-end Autoregressive Model
arxiv.org·2d
🤖Manuscript AI