Search Results for author:
Found 7 papers, 3 papers with code
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages
User-generated data sources have gained significance in uncovering Adverse Drug Reactions (ADRs), with an increasing number of discussions occurring in the digital world.
Lower Bounds for the Total Variation Distance Given Means and Variances of Distributions
For arbitrary two probability measures on real d-space with given means and variances (covariance matrices), we provide lower bounds for their total variation distance.
Convex Optimization on Functionals of Probability Densities
In information theory, some optimization problems result in convex optimization problems on strictly convex functionals of probability densities.
A New Lower Bound for Kullback-Leibler Divergence Based on Hammersley-Chapman-Robbins Bound
By using the relation between the KL-divergence and the Chi-square divergence, we show that the lower bound for the KL-divergence which only depends on the expectation value and the variance of a function we choose.
Divergence Network: Graphical calculation method of divergence functions
In this paper, we introduce directed networks called `divergence network' in order to perform graphical calculation of divergence functions.
Sum decomposition of divergence into three divergences
Divergence functions play a key role as to measure the discrepancy between two points in the field of machine learning, statistics and signal processing.
Generalized Bregman and Jensen divergences which include some f-divergences
In this paper, we introduce new classes of divergences by extending the definitions of the Bregman divergence and the skew Jensen divergence.
