Learning ON Large Datasets Using Bit-String Trees
arxiv.org·1d
🗂️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·2d·
Discuss: Hacker News
📐Linear Algebra
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
towardsdatascience.com·20h
📐Geometric Hashing
[P] aligning non-linear features with your data distribution
reddit.com·1d·
Discuss: r/MachineLearning
🧠Machine Learning
k-NN Classification and Model Evaluation
dev.to·1d·
Discuss: DEV
🧠Machine Learning
TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning
arxiv.org·1d
🗂️Vector Databases
Distance-informed Neural Processes
arxiv.org·6h
🧠Machine Learning
Effective Clustering for Large Multi-Relational Graphs
arxiv.org·1d
🌊Spectral Clustering
Why and how we built Vectroid, the fastest Serverless vector database
vectroid.com·3h·
Discuss: Hacker News
🗂️Vector Databases
Dynamic Anomalous Signal Analysis via Hyperdimensional Feature Fusion and Temporal Correlation Mapping
dev.to·2d·
Discuss: DEV
📊Spectrograms
ROSE: Remove Objects with Side Effects in Videos
arxiv.org·6h
⟷Bidirectional Programming
Drama Model Inference Efficiency Boosted by 1.7x-2.3x
pytorch.org·10h·
Discuss: Hacker News
🚀SIMD Text Processing
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.org·1d
⧗Information Bottleneck
Stress-testing cross-cancer generalizability of 3D nnU-Net for PET-CT tumor segmentation: multi-cohort evaluation with novel oesophageal and lung cancer dataset...
arxiv.org·6h
🧠Machine Learning
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
arxiv.org·1d
🧮Kolmogorov Complexity
Deep Pre-trained Time Series Features for Tree Species Classification in the Dutch Forest Inventory
arxiv.org·6h
🧠Machine Learning
Why a simple for loop (brute-force k-NN) becomes computationally impossible for modern AI applications
dev.to·2d·
Discuss: DEV
🧮Kolmogorov Complexity
Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology
arxiv.org·1d
🗂️Vector Databases
DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction
arxiv.org·6h
⧗Information Bottleneck