Logarithmic Regret for parameter-free Online Logistic Regression.
Joseph De VilmarestOlivier WintenbergerPublished in: CoRR (2019)
Keyphrases
- logistic regression
- parameter free
- online learning
- loss function
- decision trees
- predictive power
- credit scoring
- categorical data
- naive bayes
- worst case
- linear support vector machines
- outlier detection
- chi square
- odds ratio
- support vector
- logistic regression models
- online convex optimization
- breast cancer
- chi square test
- data sets
- fully automatic
- regret bounds
- logistic model
- belief nets
- linear svm
- semi supervised
- data analysis
- bayesian networks
- information retrieval
- neural network