🔍 Proximity Search - matmat · Scour

Resource-Lean Lexicon Induction for German Dialects 🤖Grammar Induction

Understanding the BM25 full text search algorithm 🔍Information Retrieval

emschwartz.me·1d

Efficient Multivector Retrieval with Token-Aware Clustering and Hierarchical Indexing 🧮Vector Embeddings

Characterizations of Admissible Objective Functions for Hierarchical Clustering 🌊Spectral Clustering

Smallest suffixient set maintenance in near-real-time 🌸Bloom Filters

Index-Assisted Stratified Sampling for Online Aggregation 🧠Query Planners

Improving Robustness of Tabular Retrieval via Representational Stability 🧮Vector Embeddings

Unified Data Discovery across Query Modalities and User Intents 🔍Semantic Search

Beyond Static Collision Handling: Adaptive Semantic ID Learning for Multimodal Recommendation at Industrial Scale 👁️Perceptual Hashing

Purifying Multimodal Retrieval: Fragment-Level Evidence Selection for RAG 📊Multi-vector RAG

Learning to Reason: Targeted Knowledge Discovery and Fuzzy Logic Update for Robust Image Recognition 📊Learned Metrics

SpotVista: Availability-Aware Recommendation System for Reliable and Cost-Efficient Multi-Node Spot Instances 🔗Proxmox Clustering

MCI: A Maximal Clique Index for Efficient Arbitrary-Filtered Approximate Nearest Neighbor Search 🗂️Vector Databases

ResRank: Unifying Retrieval and Listwise Reranking via End-to-End Joint Training with Residual Passage Compression 🎯Retrieval Systems

Robust Fuzzy local k-plane clustering with mixture distance of hinge loss and L1 norm 🌊Spectral Clustering

GeoSearch: Augmenting Worldwide Geolocalization with Web-Scale Reverse Image Search and Image Matching 📐Geometric Hashing

Beyond Fidelity: Semantic Similarity Assessment in Low-Level Image Processing 📊Learned Metrics

Birds of a Feather Cluster Nearby: a Proximity-Aware Geo-Codebook for Local Service Recommendation 🧭Content Discovery

SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering 🗂️Vector Search

Nearly Optimal Subdata Selection 📐Information Geometry

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