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Information Theory
ℹ️ Information Theory
Shannon Entropy, Coding Theory, Compression, Channel Capacity
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Qwen
arxiv.org
·
2d
2 days ago
Beyond
Entropy
: Learning from Token-Level Distributional Deviations for LLM Reasoning
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Bell Labs
binghamton.edu
·
12h
12 hours ago
Researchers used math to crack Wordle
Covered by
Popular Science
Discussed on
Hacker News
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Actions for Researchers used math to crack Wordle
🗜️
Compression Techniques
mattmahoney.net
·
4d
4 days ago
Data
Compression
Explained
Covers
2 stories
See all stories this covers
including
TIL that Occam’s razor isn’t about the “simplest” idea, but about choosing the explanation that adds the fewest new assumptions or speculative entities.
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ClickHouse Blog
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Actions for Data Compression Explained
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Binary Embeddings
codeberg.org
·
1h
1 hour ago
Scrutari – forensic statistical analyzer for opaque firmware blobs
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Hacker News
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Bell Labs
johnsokol.blogspot.com
·
16h
16 hours ago
John Sokol's Blog
Covered by
dnull.com
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Bell Labs
GitHub
·
5d
5 days ago
Coase-Information
Theory
for AI Orgs
Discussed on
Hacker News
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Actions for Coase-Information Theory for AI Orgs
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AI
anbeeld.com
·
1d
1 day ago
7900XTX 24GB vram, can finally fit Q6K+MTP with Qwen 3.6 27B at 131k context
Discussed on
r/LocalLLaMA
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Bell Labs
lesswrong.com
·
4d
4 days ago
Two Classical Answers to "What do Two Variables Share?"
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Edge AI Optimization
arxiv.org
·
2d
2 days ago
StreamKL: Fast and Memory-Efficient
KL
Divergence
for Boosting Attention Distillation
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Actions for StreamKL: Fast and Memory-Efficient KL Divergence for Boosting Attention Distillation
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Bell Labs
Phys.org
·
4d
4 days ago
S-M-A-R-T! These researchers used math to crack Wordle
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Bell Labs
lesswrong.com
·
2d
2 days ago
Introduction: Gaussian Natural Latents
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Actions for Introduction: Gaussian Natural Latents
🧠
LLM Inference
arxiv.org
·
2d
2 days ago
Information
Lattice Learning as Probabilistic Graphical Model Structure Learning
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Actions for Information Lattice Learning as Probabilistic Graphical Model Structure Learning
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Bell Labs
arxiv.org
·
4d
4 days ago
Average
entropy
of Bogoliubov-Kubo-Mori random state ensemble
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Actions for Average entropy of Bogoliubov-Kubo-Mori random state ensemble
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AI
arxiv.org
·
2d
2 days ago
Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment
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Vector Search Algorithms
arxiv.org
·
3d
3 days ago
Repair
Entropy
in Dynamic Geometric Nearest-Neighbour Structures
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Bell Labs
arxiv.org
·
2d
2 days ago
Tri-Info
: Generalizable, Interpretable Failure Prediction for VLA Models via Information
Theory
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Actions for Tri-Info: Generalizable, Interpretable Failure Prediction for VLA Models via Information Theory
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Bell Labs
arxiv.org
·
4d
4 days ago
SA-RA-JSCC
: SNR-Adaptive and Semantic-Rate-Aware Joint
Source-Channel
Coding
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Actions for SA-RA-JSCC: SNR-Adaptive and Semantic-Rate-Aware Joint Source-Channel Coding
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Bell Labs
arxiv.org
·
5d
5 days ago
Rate-Distortion
for Reversible Causal Nets under Closure-Preserving Fidelity
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Actions for Rate-Distortion for Reversible Causal Nets under Closure-Preserving Fidelity
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Bell Labs
arxiv.org
·
3d
3 days ago
A Variational Framework for LLM Generator-Regulator Games
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Bell Labs
arxiv.org
·
2d
2 days ago
Implicit Semantic-Aware Communication Based on Hypergraph Reasoning
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