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📡 Information Theory
Entropy, Signal, Knowledge Representation, Claude Shannon
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8436
posts in
11.5
ms
A
Rational
Account of
Categorization
Based on Information Theory
🔬
Cognitive Science
arxiv.org
·
1d
·
…
Helmholtz
, music, and the science of
perception
🔬
Cognitive Science
threadreaderapp.com
·
4h
·
…
TIL:
Quantisation
🤖
LLM Inference
anup.io
·
5d
·
…
The Full Journey By Hand:
Co-Occurrence
Table → PMI Matrix → SVD
Truncation
→ Word Embedding.
⚗️
Knowledge Distillation
pub.towardsai.net
·
1d
·
…
MAC-Attention: a
Match-Amend-Complete
Scheme for Fast and Accurate Attention
Computation
🔬
eBPF
arxiv.org
·
17h
·
…
75% of What a Neural Network
Learns
is
noise
. So is 75% of What You Learned in School.
💬
NLP
pub.towardsai.net
·
1d
·
…
CSI-tuples-based
3D Channel Fingerprints Construction Assisted by MultiModal Learning
👁️
Multimodal AI
arxiv.org
·
6d
·
…
SNEAK
: Evaluating Strategic Communication and Information
Leakage
in Large Language Models
🤖
Large Language Models
arxiv.org
·
1d
·
…
Mechanistically
Interpreting
Compression in Vision-Language Models
💬
LLMs
arxiv.org
·
6d
·
…
Time Series Correlations and
Kolmogorov
Complexity: A
Hausdorff
Dimension Perspective
📈
Time Series Analysis
arxiv.org
·
2d
·
…
Age of
Incorrect
Information for Generic Discrete-Time
Markov
Sources
🎲
Bayesian Inference
arxiv.org
·
2d
·
…
Gaussian
Shannon
: High-Precision Diffusion Model
Watermarking
Based on Communication
🔬
eBPF
arxiv.org
·
3d
·
…
An
Information-Theoretic
Method for Dynamic System Identification With Output-Only
Damping
Estimation
🎲
Bayesian Inference
arxiv.org
·
1d
·
…
A
Compression
Perspective on
Simplicity
Bias
🤖
LLM Inference
arxiv.org
·
3d
·
…
Joint Identification and Sensing with Noisy Feedback: A
Task-Oriented
Communication Framework for
6G
📡
Observability
arxiv.org
·
1d
·
…
On the Accuracy Limits of
Sequential
Recommender
Systems: An Entropy-Based Approach
🤖
LLM Inference
arxiv.org
·
2d
·
…
Variance
Based
Transmitter
Localization in Vessel-Like Molecular Communication Channels
🕸️
Graph Theory
arxiv.org
·
6d
·
…
Forecastability
as an
Information-Theoretic
Limit on Prediction
🤖
LLM Inference
arxiv.org
·
2d
·
…
Do Neurons Dream of Primitive Operators? Wake-Sleep Compression
Rediscovers
Schank
's Event Semantics
🧠
Context Engineering
arxiv.org
·
3d
·
…
Extremum-Based
Joint Compression and Detection for Distributed
Sensing
🔬
eBPF
arxiv.org
·
2d
·
…
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