Results 51 to 60 of about 255,284 (162)

Association of Jensen’s inequality for s-convex function with Csiszár divergence

Journal of Inequalities and Applications, 2019
In the article, we establish an inequality for Csiszár divergence associated with s-convex functions, present several inequalities for Kullback–Leibler, Renyi, Hellinger, Chi-square, Jeffery’s, and variational distance divergences by using particular s ...
Muhammad Adil Khan, Muhammad Hanif, Zareen Abdul Hameed Khan, Khurshid Ahmad, Yu-Ming Chu   +4 more
doaj   +1 more source

Utilizing Amari-Alpha Divergence to Stabilize the Training of Generative Adversarial Networks

Entropy, 2020
Generative Adversarial Nets (GANs) are one of the most popular architectures for image generation, which has achieved significant progress in generating high-resolution, diverse image samples. The normal GANs are supposed to minimize the Kullback–Leibler
Likun Cai, Yanjie Chen, Ning Cai, Wei Cheng, Hao Wang   +4 more
doaj   +1 more source

Seeing the Error in My “Bayes”: A Quantified Degree of Belief Change Correlates with Children’s Pupillary Surprise Responses Following Explicit Predictions

Entropy, 2023
Bayesian models allow us to investigate children’s belief revision alongside physiological states, such as “surprise”. Recent work finds that pupil dilation (or the “pupillary surprise response”) following expectancy violations is predictive of belief ...
Joseph Colantonio, Igor Bascandziev, Maria Theobald, Garvin Brod, Elizabeth Bonawitz   +4 more
doaj   +1 more source

f-divergence Analysis of Generative Adversarial Network

Foundations of Computing and Decision Sciences
We aim to establish estimation bounds for various divergences, including total variation, Kullback-Leibler (KL) divergence, Hellinger divergence, and Pearson χ2 divergence, within the GAN estimator.
Hasan Mahmud, Sang Hailin
doaj   +1 more source

Kullback-Leibler Divergence.

, 2016
(A) Bar graph showing family (upper) and genus (lower) level Kullback-Leibler divergence (y-axis) for 6 regions (x-axis). Known mock compared to observed mock (EvHi, purple; EvLo green; StHi red; StLo blue) for forward reads.
Ann Cashion (395431), Andrew J. Oler (2171533), Jennifer J. Barb (17524), Natalia Chalmers (2171530), Hyung-Suk Kim (361518), Gwenyth R. Wallen (703544), Peter J. Munson (17525), Nancy J. Ames (123698)   +7 more
core   +1 more source

Generalized Kullback-Leibler Divergence Loss

IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI 2026, extension of our NeurIPS paper "Decoupled Kullback-Leibler Divergence Loss".
Jiequan Cui, Beier Zhu, Qingshan Xu 0001, Zhuotao Tian, Xiaojuan Qi 0001, Bei Yu 0001, Hanwang Zhang, Richang Hong   +7 more
openaire   +3 more sources

Technical Notes on Kullback-Leibler Divergence

, 2018
I provide some technical notes regarding the Kullback-Leibler divergence. Derivations of the Kullback-Leibler divergence are provided for Bernoulli, Geometric, Poisson, Exponential, and Normal ...
Alexander Etz
core   +1 more source

Information theoretical approach to detecting quantum gravitational corrections

Journal of High Energy Physics
In this paper, we investigate the scales at which quantum gravitational corrections can be detected in a black hole using information theory. This is done by calculating the Kullback-Leibler divergence for the probability distributions obtained from the ...
Behnam Pourhassan, Xiaoping Shi, Salman Sajad Wani, Saif-Al-Khawari, Farideh Kazemian, İzzet Sakallı, Naveed Ahmad Shah, Mir Faizal   +7 more
doaj   +1 more source

On the symmetrized S-divergence [PDF]

ITM Web of Conferences, 2019
In this paper we worked with the relative divergence of type s, s ∈ ℝ, which include Kullback-Leibler divergence and the Hellinger and χ2 distances as particular cases.
Simić Slavko
doaj   +1 more source

Rényi Entropy and Rényi Divergence in Product MV-Algebras

Entropy, 2018
This article deals with new concepts in a product MV-algebra, namely, with the concepts of Rényi entropy and Rényi divergence. We define the Rényi entropy of order q of a partition in a product MV-algebra and its conditional version ...
Dagmar Markechová, Beloslav Riečan
doaj   +1 more source