• Search: "Kullback Leibler divergence"

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1

Chernoff Information as a Privacy Constraint for Adversarial Classification
Ünsal, Ayşe ; Önen, Melek ; Eurecom [Sophia Antipolis] ; et al.
ALLERTON 2024. :1-8

Urbana, United States Chernoff information ε-differential privacy Kullback-Leibler diverge... adversarial classificati... composition …
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2

On L0 Bregman-Relaxations for Kullback-Leibler Sparse Regression
Essafri, Mhamed ; Calatroni, Luca ; Soubies, Emmanuel ; et al.
MLSP 2024 - IEEE 34th International Workshop on Machine Learning for Signal Processing. :1-6

London, United Kingdom ℓ0-regularization non-convex optimization continuous relaxations Kullback-Leibler diverge... [MATH]Mathematics [math] …
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3

Role of kinematic constraints in the time reversal symmetry breaking of a model active matter
Das, Soumen ; Ghosh, Shankar ; Sadhu, Tridib ; et al.
PNAS Nexus. 4(9)

Gallavotti-Cohen-Evans-M... Kullback-Leibler diverge... active matter breakdown of time revers... [PHYS]Physics [physics]
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4

Optimal Condition for Initialization Variance in Deep Neural Networks: An SGD Dynamics Perspective
Horii, Hiroshi ; Has, Sothea ; Sorbonne Université (SU) ; et al.

Neural network initializ... Stochastic gradient desc... Fokker-Planck equation Kullback–Leibler diverge... [STAT.ML]Statistics [sta... Machine Learning [stat.M...
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5

A historical perspective on Schützenberger-Pinsker inequalities (extended version)
Rioul, Olivier ; Communications Numériques (COMNUM) ; Laboratoire Traitement et Communication de l'Information (LTCI) ; et al.
information geometry. 7(S2):737-779

Pinsker inequality Kullback-Leibler diverge... Pinsker inequality Total... Data processing inequali... Mutual information Statistical distance …
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6

A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization
Guilmeau, Thomas ; Chouzenoux, Emilie ; Elvira, Víctor ; et al.
IEEE Transactions on Evolutionary Computation. 29(4):1017-1028

Heavy-tailed distributio... Kullback-Leibler diverge... Mixture models Variational inference Black-box optimization [MATH]Mathematics [math]
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7

Cross-Entropy and Relative Entropy of Basic Belief Assignments
Dezert, Jean ; Dambreville, Frédéric ; DTIS, ONERA, Université Paris Saclay [Palaiseau] ; et al.
International Conference on Information Fusion (FUSION 2023). :1-8

Charleston, United State... generalized entropy cross-entropy relative entropy Kullback-Leibler diverge... belief functions …
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8

An analysis of the noise schedule for score-based generative models
Strasman, Stanislas ; Ocello, Antonio ; Boyer, Claire ; et al.

Score-based generative m... Diffusion models Noise schedule Wasserstein distance Kullback Leibler Diverge... [STAT.ML]Statistics [sta... …
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9

A directional index to measure the degree of asymmetry for square contingency tables
Ando, Shuji
Journal of the Korean Statistical Society. 54(4):1251-1268

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10

Maximum entropy on the mean and the Cramér rate function in statistical estimation and inverse problems: properties, models, and algorithms
Vaisbourd, Yakov ; Choksi, Rustum ; Goodwin, Ariel ; et al.
Mathematical Programming: A Publication of the Mathematical Optimization Society. 214(1-2):441-490

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12

On the Maximum of Entropy for Orthogonal Matrices
Arasu, K. T. ; Mohan, Manil T. ; Pathak, Akhilesh ; et al.
Indian Journal of Pure and Applied Mathematics: Published by the Indian National Science Academy. :1-40

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13

Multipath Parameters Estimation in Physically Based Synthetic Environment Using Robust Deep Neural Regression
Gonzalez, Thomas ; Blais, Antoine ; Couellan, Nicolas ; et al.
2023 International Technical Meeting of The Institute of Navigation. :808-822

Long Beach, United State... Von Mises distribution truncated Gaussian synthetic environment multi-channel regression multipath …
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14

Exact Rényi and Kullback-Leibler Divergences Between Multivariate t-Distributions
Bouhlel, Nizar ; Rousseau, David ; Institut de Recherche en Horticulture et Semences (IRHS) ; et al.
IEEE Signal Processing Letters. 30:1672-1676

Multivariate t-distribut... Multivariate t-distribut... Rényi divergence of orde... Kullback-Leibler diverge... Lauricella series [STAT.ML]Statistics [sta... …
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15

An analysis of the noise schedule for score-based generative models
Strasman, Stanislas ; Ocello, Antonio ; Boyer, Claire ; et al.

Score-based generative m... Diffusion models Noise schedule Wasserstein distance Kullback Leibler Diverge... [STAT.ML]Statistics [sta... …
Electronic Resource
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16

Comparative evaluation of graph construction methods for individual brain metabolic network from FDG-PET images: an ADNI study in healthy subjects
Tuan, Pham Minh ; Horowitz, Tatiana ; Adel, Mouloud ; et al.
European Journal of Nuclear Medicine and Molecular Imaging. :1-16

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17

Comparing Probability Distributions: Application to Quantum States of Light
Paul, Soumyabrata ; Balakrishnan, V. ; Ramanan, S. ; et al.
Journal of the Indian Institute of Science: A Multidisciplinary Reviews Journal. :1-8

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19

QMGBP-DL: a deep learning and machine learning approach for quantum molecular graph band-gap prediction
Abbassi, Outhman ; Ziti, Soumia
Molecular Diversity. 29(4):3501-3515

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20

Unadjusted Langevin Algorithm for Non-convex Weakly Smooth Potentials
Nguyen, Dao ; Dang, Xin ; Chen, Yixin
Communications in Mathematics and Statistics. 13(4):979-1036

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