LipGene: Lipschitz Continuity Guided Adaptive Learning Rates for Fast Convergence on Microarray Expression Data Sets.
Tejas PrashanthSnehanshu SahaSumedh BasarkodSuraj AralihalliSoma S. DhavalaSriparna SahaRaviprasad AduriPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- microarray
- learning rate
- microarray data
- convergence rate
- gene expression data
- data sets
- convergence theorem
- gene expression
- gene expression data sets
- convergence speed
- high throughput
- lipschitz continuity
- gene sets
- microarray datasets
- gene selection
- gene expression profiles
- learning algorithm
- set valued
- linear complementarity problem
- feature selection
- high dimensional data
- variational inequalities
- support vector machine svm
- semi supervised
- active learning
- lower bound
- data analysis