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🧮 Kolmogorov Complexity

Algorithmic Information Theory, Minimum Description Length, Compression Bounds, Information Content

Hyper-Efficient Quantized Neural Network Pruning via Adaptive Bit-Width Allocation
dev.to·21h·
Discuss: DEV
📊Quantization
Quantization Robustness to Input Degradations for Object Detection
arxiv.org·2d
📊Quantization
Core Concepts: Decoding Human Language
dev.to·1d·
Discuss: DEV
🤖Grammar Induction
The Math Behind GANs
jaketae.github.io·2d·
Discuss: Hacker News
🎯Arithmetic Coding Theory
LLM Evaluation: Practical Tips at Booking.com
booking.ai·18h·
Discuss: Hacker News
💻Local LLMs
Compress Vectors by 4x by using 8-bit Rotational Quantization
weaviate.io·2d·
Discuss: Hacker News
📊Vector Quantization
Applied AI Fundamentals: Structured Outputs
ouachitalabs.com·1h·
Discuss: Hacker News
📝Concrete Syntax
Is data-efficient learning feasible with quantum models?
arxiv.org·2d
⚛️Quantum Information
Design and Analysis of the Tail Sequence for Short LDPC-Coded Space Communications
arxiv.org·2d
🌊Stream Ciphers
Marginal Effect of Hyperparameter Tuning with XGBoost
towardsdatascience.com·1d
🧮Kolmogorov Bounds
Working with Contexts
oreilly.com·2d
🔗Constraint Handling
GDS Agent: A Graph Algorithmic Reasoning Agent
arxiv.org·1d
📊Graph Databases
Agentic AI May Be A Better Summary Tool Than You Realize
hackernoon.com·1d
⚡Proof Automation
Fact or Facsimile? Evaluating the Factual Robustness of Modern Retrievers
arxiv.org·1d
🔍Information Retrieval
Polynomial Chaos Expansion for Operator Learning
arxiv.org·1d
🧠Machine Learning
Automated Spatiotemporal Cell Lineage Reconstruction via Graph Neural Networks and Bayesian Inference
dev.to·2h·
Discuss: DEV
🌀Hyperbolic Geometry
ReflectivePrompt: Reflective evolution in autoprompting algorithms
arxiv.org·3d
⚡Incremental Computation
Enhanced Kinetic Sunyaev-Zel'dovich Effect Mapping via Multi-Modal Data Fusion and Adaptive Filtering
dev.to·1h·
Discuss: DEV
🎵Spectral Hashing
Universal vulnerability in strong modular networks with various degree distributions between inequality and equality
arxiv.org·1d
🕸️Network Topology
Learning ON Large Datasets Using Bit-String Trees
arxiv.org·4d
🗂️Vector Databases
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