🧠 Learned Indexing

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

ML in the Home
blog.raymond.burkholder.net·2d
📈Time Series
🧠 Solving LeetCode Until I Become Top 1% — Day `30`
dev.to·1d·
Discuss: DEV
📐Error Bounds
Gradient Descent on Token Input Embeddings: A ModernBERT experiment
dev.to·3d·
Discuss: DEV
📊Learned Metrics
Introduction to Algorithms: What They Are and Why They Matter
dev.to·2d·
Discuss: DEV
🧮Kolmogorov Complexity
Dual-Hierarchy Labelling: Scaling Up Distance Queries on Dynamic Road Networks
arxiv.org·2d
📏Range Queries
A Multi-Pass Large Language Model Framework for Precise and Efficient Radiology Report Error Detection
arxiv.org·15h
✅Format Verification
Heart Disease Predictor using KNN(ML) algorithm
dev.to·1d·
Discuss: DEV
🧠Machine Learning
Behavioral Anomaly Detection in Distributed Systems via Federated Contrastive Learning
arxiv.org·1d
👁️Observatory Systems
Sequence-to-Sequence Models with Attention Mechanistically Map to the Architecture of Human Memory Search
arxiv.org·2d
📼Cassette Combinators
Online high-precision prediction method for injection molding product weight by integrating time series/non-time series mixed features and feature attention mec...
arxiv.org·1d
🧠Machine Learning
ReCode: Updating Code API Knowledge with Reinforcement Learning
arxiv.org·15h
⚡Incremental Computation
Learning Instruction-Following Policies through Open-Ended Instruction Relabeling with Large Language Models
arxiv.org·15h
💻Local LLMs
RepuNet: A Reputation System for Mitigating Malicious Clients in DFL
arxiv.org·15h
🔍BitFunnel
Predictive Analytics for Collaborators Answers, Code Quality, and Dropout on Stack Overflow
arxiv.org·2d
📊Feed Optimization
The Unspoken Engineering Trade-offs in Large-Scale Vector Search
dev.to·16h·
Discuss: DEV
🗂️Vector Databases
LLMs for Customized Marketing Content Generation and Evaluation at Scale
arxiv.org·2d
📊Feed Optimization
Argumentative Ensembling for Robust Recourse under Model Multiplicity
arxiv.org·15h
🔗Parser Combinators
Powering Smarter AI with Precision — Image Data Annotation at AkbhcodeAI
dev.to·2d·
Discuss: DEV
🤖Advanced OCR
Exploring Modern Warehousing and Data Mining
dev.to·1d·
Discuss: DEV
🧬PostgreSQL Forensics
Fine-Tuning and Prompt Engineering of LLMs, for the Creation of Multi-Agent AI for Addressing Sustainable Protein Production Challenges
arxiv.org·15h
🧮Theorem Proving