Learning ON Large Datasets Using Bit-String Trees
arxiv.org·21h
🗂️Vector Databases
Logistic vs SVM vs Random Forest: Which One Wins for Small Datasets?
machinelearningmastery.com·1d
🧠Machine Learning
Paying attention to feature distribution alignment (pun intended)
alexshtf.github.io·1d·
Discuss: Hacker News
📐Linear Algebra
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
towardsdatascience.com·11h
📐Geometric Hashing
[P] aligning non-linear features with your data distribution
reddit.com·1d·
Discuss: r/MachineLearning
🧠Machine Learning
TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning
arxiv.org·21h
🗂️Vector Databases
k-NN Classification and Model Evaluation
dev.to·18h·
Discuss: DEV
🧠Machine Learning
Research on smartphone image source identification based on PRNU features collected multivariate sampling strategy
sciencedirect.com·12h
👁️Perceptual Hashing
CatVector Demo Website
tanelpoder.com·2d
🗂️Vector Databases
Effective Clustering for Large Multi-Relational Graphs
arxiv.org·21h
🌊Spectral Clustering
Dynamic Anomalous Signal Analysis via Hyperdimensional Feature Fusion and Temporal Correlation Mapping
dev.to·2d·
Discuss: DEV
📊Spectrograms
Drama Model Inference Efficiency Boosted by 1.7x-2.3x
pytorch.org·2h·
Discuss: Hacker News
🚀SIMD Text Processing
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.org·21h
⧗Information Bottleneck
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
arxiv.org·21h
🧮Kolmogorov Complexity
Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology
arxiv.org·21h
🗂️Vector Databases
Why a simple for loop (brute-force k-NN) becomes computationally impossible for modern AI applications
dev.to·1d·
Discuss: DEV
🧮Kolmogorov Complexity
HypER: Hyperbolic Echo State Networks for Capturing Stretch-and-Fold Dynamics in Chaotic Flows
arxiv.org·21h
🌀Hyperbolic Geometry
Semantic Embedding in RAG: why close vectors still miss meaning and how to fix it
dev.to·20h·
Discuss: DEV
🧮Vector Embeddings
An Efficient Dual-Line Decoder Network with Multi-Scale Convolutional Attention for Multi-organ Segmentation
arxiv.org·21h
📊Learned Metrics
Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data
arxiv.org·21h
🏺Computational Archaeology