Nearest-Neighbours Estimators for Conditional Mutual Information
Fuente:
arXiv
Guardado en:
| Autores principales: | Witter, Jake, Houghton, Conor |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Estimating Conditional Mutual Information for Dynamic Feature Selection
por: Gadgil, Soham, et al.
Publicado: (2023)
por: Gadgil, Soham, et al.
Publicado: (2023)
Testing (Conditional) Mutual Information
por: Seyfried, Jan, et al.
Publicado: (2025)
por: Seyfried, Jan, et al.
Publicado: (2025)
Memory Complexity of Estimating Entropy and Mutual Information
por: Berg, Tomer, et al.
Publicado: (2024)
por: Berg, Tomer, et al.
Publicado: (2024)
Shapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest Neighbors
por: Vahedifar, Mohammad Ali, et al.
Publicado: (2023)
por: Vahedifar, Mohammad Ali, et al.
Publicado: (2023)
Mutual Information Multinomial Estimation
por: Chen, Yanzhi, et al.
Publicado: (2024)
por: Chen, Yanzhi, et al.
Publicado: (2024)
Mutual Information Estimation via Normalizing Flows
por: Butakov, Ivan, et al.
Publicado: (2024)
por: Butakov, Ivan, et al.
Publicado: (2024)
Parameter Estimation of Mutual Information Maximized Channels
por: Tavakoli, Hassan, et al.
Publicado: (2026)
por: Tavakoli, Hassan, et al.
Publicado: (2026)
On the Properties and Estimation of Pointwise Mutual Information Profiles
por: Czyż, Paweł, et al.
Publicado: (2023)
por: Czyż, Paweł, et al.
Publicado: (2023)
Generalization in Federated Learning: A Conditional Mutual Information Framework
por: Wang, Ziqiao, et al.
Publicado: (2025)
por: Wang, Ziqiao, et al.
Publicado: (2025)
A Neural Difference-of-Entropies Estimator for Mutual Information
por: Ni, Haoran, et al.
Publicado: (2025)
por: Ni, Haoran, et al.
Publicado: (2025)
MIST: Mutual Information Estimation Via Supervised Training
por: Gritsai, German, et al.
Publicado: (2025)
por: Gritsai, German, et al.
Publicado: (2025)
Cross Mutual Information
por: Gohil, Chetan, et al.
Publicado: (2025)
por: Gohil, Chetan, et al.
Publicado: (2025)
Estimation and Confidence Intervals for Mutual Information: Issues in Convergence for Non-Normal Distributions
por: Grigorenko, Theo, et al.
Publicado: (2024)
por: Grigorenko, Theo, et al.
Publicado: (2024)
InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization
por: Hu, Zhengyang, et al.
Publicado: (2024)
por: Hu, Zhengyang, et al.
Publicado: (2024)
Contrastive Predictive Coding Done Right for Mutual Information Estimation
por: Ryu, J. Jon, et al.
Publicado: (2025)
por: Ryu, J. Jon, et al.
Publicado: (2025)
Mutual Information Estimation via Score-to-Fisher Bridge for Nonlinear Gaussian Noise Channels
por: Wadayama, Tadashi
Publicado: (2025)
por: Wadayama, Tadashi
Publicado: (2025)
On Local Mutual-Information Privacy
por: Ngo, Khac-Hoang, et al.
Publicado: (2024)
por: Ngo, Khac-Hoang, et al.
Publicado: (2024)
Characterizations of Conditional Mutual Independence: Equivalence and Implication
por: Guo, Laigang, et al.
Publicado: (2026)
por: Guo, Laigang, et al.
Publicado: (2026)
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information
por: Ye, Linfeng, et al.
Publicado: (2024)
por: Ye, Linfeng, et al.
Publicado: (2024)
$α$-Mutual Information for the Gaussian Noise Channel
por: Milanian, Mohammad, et al.
Publicado: (2026)
por: Milanian, Mohammad, et al.
Publicado: (2026)
Mutual Information Estimation via $f$-Divergence and Data Derangements
por: Letizia, Nunzio A., et al.
Publicado: (2023)
por: Letizia, Nunzio A., et al.
Publicado: (2023)
Generalizing Geometric Partition Entropy for the Estimation of Mutual Information in the Presence of Informative Outliers
por: Diggans, C. Tyler, et al.
Publicado: (2024)
por: Diggans, C. Tyler, et al.
Publicado: (2024)
Vendi Information Gain: An Alternative To Mutual Information For Science And Machine Learning
por: Nguyen, Quan, et al.
Publicado: (2025)
por: Nguyen, Quan, et al.
Publicado: (2025)
$α$-leakage by Rényi Divergence and Sibson Mutual Information
por: Ding, Ni, et al.
Publicado: (2024)
por: Ding, Ni, et al.
Publicado: (2024)
Convexity of Mutual Information along the Fokker-Planck Flow
por: Zou, Jiayang, et al.
Publicado: (2025)
por: Zou, Jiayang, et al.
Publicado: (2025)
A Generalized Leakage Interpretation of Alpha-Mutual Information
por: Kamatsuka, Akira, et al.
Publicado: (2026)
por: Kamatsuka, Akira, et al.
Publicado: (2026)
Neural Estimation of Pairwise Mutual Information in Masked Discrete Sequence Models
por: Sharma, Jai, et al.
Publicado: (2026)
por: Sharma, Jai, et al.
Publicado: (2026)
Accurate Estimation of Mutual Information in High Dimensional Data
por: Abdelaleem, Eslam, et al.
Publicado: (2025)
por: Abdelaleem, Eslam, et al.
Publicado: (2025)
Mutual Information Bounds for Lossy Common Information
por: de Andrade, Anderson
Publicado: (2025)
por: de Andrade, Anderson
Publicado: (2025)
Submodularity of Mutual Information for Multivariate Gaussian Sources with Additive Noise
por: Crowley, George, et al.
Publicado: (2024)
por: Crowley, George, et al.
Publicado: (2024)
Structure Learning via Mutual Information
por: Nixon, Jeremy
Publicado: (2024)
por: Nixon, Jeremy
Publicado: (2024)
Mutual Information Bounds in the Shuffle Model
por: Su, Pengcheng, et al.
Publicado: (2025)
por: Su, Pengcheng, et al.
Publicado: (2025)
Soft-Information Post-Processing for Chase-Pyndiah Decoding Based on Generalized Mutual Information
por: Straßhofer, Andreas, et al.
Publicado: (2023)
por: Straßhofer, Andreas, et al.
Publicado: (2023)
Sibson $α$-Mutual Information and Its Variational Representations
por: Esposito, Amedeo Roberto, et al.
Publicado: (2024)
por: Esposito, Amedeo Roberto, et al.
Publicado: (2024)
Dual-Domain Exponent of Maximum Mutual Information Decoding
por: Moeini, AmirPouya, et al.
Publicado: (2025)
por: Moeini, AmirPouya, et al.
Publicado: (2025)
Alternating Optimization Approach for Computing $α$-Mutual Information and $α$-Capacity
por: Kamatsuka, Akira, et al.
Publicado: (2024)
por: Kamatsuka, Akira, et al.
Publicado: (2024)
Mutual Coupling in Holographic MIMO: Physical Modeling and Information-Theoretic Analysis
por: Pizzo, Andrea, et al.
Publicado: (2025)
por: Pizzo, Andrea, et al.
Publicado: (2025)
Several Representations of $α$-Mutual Information and Interpretations as Privacy Leakage Measures
por: Kamatsuka, Akira, et al.
Publicado: (2025)
por: Kamatsuka, Akira, et al.
Publicado: (2025)
Nearest-neighbor Entropy Estimators with Weak Metrics
por: Timofeev, Evgeniy, et al.
Publicado: (2012)
por: Timofeev, Evgeniy, et al.
Publicado: (2012)
Mutual Information Density of Massive MIMO Systems over Rayleigh-Product Channels
por: Zhang, Xin, et al.
Publicado: (2022)
por: Zhang, Xin, et al.
Publicado: (2022)
Ejemplares similares
-
Estimating Conditional Mutual Information for Dynamic Feature Selection
por: Gadgil, Soham, et al.
Publicado: (2023) -
Testing (Conditional) Mutual Information
por: Seyfried, Jan, et al.
Publicado: (2025) -
Memory Complexity of Estimating Entropy and Mutual Information
por: Berg, Tomer, et al.
Publicado: (2024) -
Shapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest Neighbors
por: Vahedifar, Mohammad Ali, et al.
Publicado: (2023) -
Mutual Information Multinomial Estimation
por: Chen, Yanzhi, et al.
Publicado: (2024)