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Information Theory
📡 Information Theory
Shannon Entropy, Signal Processing, Communication, Noise
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47
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InfoShield: Privacy-Preserving Speech Representations for Mental Health Screening via
Information-Theoretic
Optimization
💬
LLMs
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for InfoShield: Privacy-Preserving Speech Representations for Mental Health Screening via Information-Theoretic Optimization
Structural Grid Descriptors Predict Within-Task Solver Success on ARC-AGI
📉
Loss Landscapes
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Structural Grid Descriptors Predict Within-Task Solver Success on ARC-AGI
The Preisach Extremum Stack is a
Shannon-Minimal
Sufficient Statistic for
Rate-Independent
Functionals
🗜️
Compressed Sensing
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for The Preisach Extremum Stack is a Shannon-Minimal Sufficient Statistic for Rate-Independent Functionals
Optimal Regret Exponents for Bayesian Statistical Decision Problems
🎮
Reinforcement Learning
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Optimal Regret Exponents for Bayesian Statistical Decision Problems
Geometry-Structured
Channel
Reconstruction for Conventional and Fluid Antenna Systems: Bayesian Inference and Fundamental Limits
📊
Channel Estimation
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Geometry-Structured Channel Reconstruction for Conventional and Fluid Antenna Systems: Bayesian Inference and Fundamental Limits
Joint
Channel
Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO
📶
Communications
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO
Causally Evaluating the Learnability of Formal Language Tasks
💬
LLMs
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Causally Evaluating the Learnability of Formal Language Tasks
Double-Directional Wireless
Channel
Modeling Using Statistics-Aided Machine Learning
📶
Communications
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Double-Directional Wireless Channel Modeling Using Statistics-Aided Machine Learning
A Switching Beamformer for Highly Non-Stationary Environments
📶
Communications
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for A Switching Beamformer for Highly Non-Stationary Environments
Topological Effective Connectivity Modeling in Brain Networks
📉
Loss Landscapes
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Topological Effective Connectivity Modeling in Brain Networks
Multiple Quantum Hypothesis Testing: One-Shot Pairwise Bounds and Sharp Asymptotics
📐
Math
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Multiple Quantum Hypothesis Testing: One-Shot Pairwise Bounds and Sharp Asymptotics
Discovering and decoding latent mean-field structure with variational autoencoders
🔥
PyTorch
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Discovering and decoding latent mean-field structure with variational autoencoders
KODA: Contrastive Representation Comparison and Alignment for Vision-Language Foundation Models
📉
Loss Landscapes
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for KODA: Contrastive Representation Comparison and Alignment for Vision-Language Foundation Models
Principles and Practice of Deep Representation Learning: or a Mathematical
Theory
of Memory
📐
Math
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory
Probabilistic Risk Sensitivity and Loss Aversion in Cumulative Prospect
Theory
📶
Communications
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Probabilistic Risk Sensitivity and Loss Aversion in Cumulative Prospect Theory
Dynamic FDD for Spectrum Sharing in Non-Terrestrial Networks
📶
Communications
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Dynamic FDD for Spectrum Sharing in Non-Terrestrial Networks
Information-Theoretic
Bounds for Sparse Covariance Estimation in the Vertical-Split Distributed Model
📐
Estimation Theory
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Information-Theoretic Bounds for Sparse Covariance Estimation in the Vertical-Split Distributed Model
Bounded Deep Unfolding for Joint Beamforming and Scheduling in Multi-Cell MIMO Networks
📡
MIMO
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Bounded Deep Unfolding for Joint Beamforming and Scheduling in Multi-Cell MIMO Networks
Now You (Still) See Me: Detecting Evasive Steganographic Payloads in LLMs
🔍
Detection Theory
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Now You (Still) See Me: Detecting Evasive Steganographic Payloads in LLMs
Pointwise Complexity for Gaussian Fields: Upper Envelopes, Algorithmic Lower Bounds, and Separation
📐
Optimization Theory
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Pointwise Complexity for Gaussian Fields: Upper Envelopes, Algorithmic Lower Bounds, and Separation
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