✅ Lossless Bounds

Compression Limits, Perfect Reconstruction, Information Theory, Entropy Coding

2D Phase Space Tomography: Validating MENT-Flow Against MENT Using 1D Projections
hackernoon.com·1d
🔗Tailscale
Parameterized Complexity of Temporal Connected Components: Treewidth and k-Path Graphs
arxiv.org·14h
🎨Graph Coloring
Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling
arxiv.org·14h
🧮Kolmogorov Bounds
Implicit Models: Expressive Power Scales with Test-Time Compute
arxiv.org·1d
🎯Performance Proofs
Quantum Reverse Shannon Theorem Simplified
arxiv.org·1d
⚛️Quantum Channels
Data-driven fine-grained region discovery in the mouse brain with transformers
nature.com·1d·
Discuss: Hacker News
🌀Hyperbolic Geometry
Learning a distance measure from the information-estimation geometry of data
arxiv.org·2d
📐Information Geometry
Causal Coordination for Distributed Decision-Making
arxiv.org·14h
📡Information theory
The Bit Shift Paradox: How "Optimizing" Can Make Code 6× Slower
hackernoon.com·14h
🧮Compute Optimization
Latency vs. Accuracy for LLM Apps — How to Choose and How a Memory Layer Lets You Win Both
dev.to·1d·
Discuss: DEV
⚡Performance Mythology
Fast Leave-One-Out Approximation from Fragment-Target Prevalence Vectors (molFTP) : From Dummy Masking to Key-LOO for Leakage-Free Feature Construction
arxiv.org·14h
🧮SMT Solvers
Property-based testing of batch-invariant operations
mmaaz.ca·2d·
Discuss: Hacker News
🧪Property-Based Testing
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
arxiv.org·14h
🧠Machine Learning
Making performant Python bindings to compiled code
kylebarron.dev·1d·
Discuss: Hacker News
🦀Rust Macros
Statistical Analysis Using NumPy and SciPy: A Practical Guide
dev.to·10h·
Discuss: DEV
📐Linear Algebra
Data-Driven Filtering of the Spherical Harmonics Method
arxiv.org·14h
📊Quantization
Taming the Turbulence: Streamlining Generative AI with Gradient Stabilization by Arvind Sundararajan
dev.to·8h·
Discuss: DEV
🌀Riemannian Computing
LLM Optimization Notes: Memory, Compute and Inference Techniques
gaurigupta19.github.io·2d·
Discuss: Hacker News
💻Local LLMs
Encoded Jamming Secure Communication for RIS-Assisted and ISAC Systems
arxiv.org·14h
ℹ️Information Theory
Writing an LLM from scratch, part 21 – perplexed by perplexity
gilesthomas.com·23h·
Discuss: Hacker News
🧠Intelligence Compression