🧠 Learned Indexing

ML-assisted Data Structures, Neural B-trees, Database Optimization, Adaptive Structures

A Fuzzy Logic-Based Framework for Explainable Machine Learning in Big Data Analytics
arxiv.org·5h
🧠Machine Learning
Teaching Models to Decide When to Retrieve: Adaptive RAG, Part 4
blog.reachsumit.com·2d·
Discuss: Hacker News
🔍Information Retrieval
Efficiently Updatable Neural Network (NNUE)
beuke.org·1d
📊Quantization
Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search
arxiv.org·5h
📏Range Queries
Beyond Transformers: Can MLPs Unlock the Potential of In-Context Learning?
dev.to·13h·
Discuss: DEV
🌳Context free grammars
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
arxiv.org·5h
🧮Kolmogorov Complexity
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
arxiv.org·5h
🧠Machine Learning
AI Vector Database: Transforming Search with Smarter Vector Database Solutions
future.forem.com·1d·
Discuss: DEV
🗂️Vector Databases
Scalable In-context Ranking with Generative Models
arxiv.org·5h
⚖️Feed Ranking
Intelligent Search in Rails with Typesense
avohq.io·1h·
Discuss: Hacker News
🎯Gradual Typing
Inverse Mixed-Integer Programming: Learning Constraints then Objective Functions
arxiv.org·1d
📈Linear programming
ThalamusDB: Query text, tables, images, and audio
github.com·13h·
Discuss: Hacker News
💾SQLite
Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
arxiv.org·5h
🧠Machine Learning
BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data
arxiv.org·5h
🧠Machine Learning
H1B-KV: Hybrid One-Bit Caches for Memory-Efficient Large Language Model Inference
arxiv.org·5h
💨Cache Optimization
LLM-Based Instance-Driven Heuristic Bias in the Context of a BRKGA
researchgate.net·3d·
Discuss: Hacker News
🧮Kolmogorov Complexity
**Hyperdimensional Semantic Graph Fusion for Enhanced Knowledge Extraction & Reasoning**
dev.to·1d·
Discuss: DEV
🧮Kolmogorov Complexity
Writing an LLM from scratch, part 21 – perplexed by perplexity
gilesthomas.com·14h·
Discuss: Hacker News
🧠Intelligence Compression
Transductive and Learning-Augmented Online Regression
arxiv.org·1d
🔍Information Retrieval
Statistical Analysis Using NumPy and SciPy: A Practical Guide
dev.to·1h·
Discuss: DEV
📐Linear Algebra