📉 Embeddings Optimization

Embedding Quantization, Dimensionality Reduction, HNSW Indexing, Latent Space Transformations, Embedding Distillation

PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification
arxiv.org·3h
🧠LLM Inference
Hierarchical Modeling (H-Nets)
cartesia.ai·11h·
Discuss: Hacker News
🔢BitNet
How to enable real time semantic search and RAG applications with Dataflow ML
cloud.google.com·15h
🎯Qdrant
Principles for Picking Practical Interpretability Projects
lesswrong.com·13h
🔍AI Interpretability
Differential geometry of ML: a geometric interpretation of gradient descent
research.fal.ai·10h·
Discuss: Hacker News
📏Vector Similarity
PREAMBLE: Private and Efficient Aggregation via Block Sparse Vectors
machinelearning.apple.com·7h
🎯Qdrant
A Minimal DDPM
github.com·5h·
Discuss: Hacker News
🧠LLM Inference
Compressed data structures for Heegaard splittings
arxiv.org·3h
🗜️Vector Compression
Improve Precision of Parasitic Extraction for Digital Designs
semiwiki.com·14h
🔬Chip Fabrication
COLI: A Hierarchical Efficient Compressor for Large Images
arxiv.org·3h
🗜️Vector Compression
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone
arxiv.org·3h
📊Vector Databases
GATE: Graph Attention Neural Networks with Real-Time Edge Construction for Robust Indoor Localization using Mobile Embedded Devices
arxiv.org·3h
📱Edge AI Optimization
Parsing Safetensors File Format in C
leetarxiv.substack.com·15h·
Discuss: Substack, r/programming
💾Binary Formats
D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data
arxiv.org·3h
📊Vector Databases
The Magic Minimum for AI Agents
kill-the-newsletter.com·16h
💳Content Monetization
Class-Proportional Coreset Selection for Difficulty-Separable Data
arxiv.org·3h
📊Vector Databases
Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs
arxiv.org·3h
📇Vector Indexing
Sparse Autoencoders Can Capture Language-Specific Concepts Across Diverse Languages
arxiv.org·3h
🧠LLM Inference
Robust-Multi-Task Gradient Boosting
arxiv.org·3h
⭐Content Scoring
Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach
arxiv.org·3h
🧠LLM Inference