Unbiased least squares regression via averaged stochastic gradient descent.
Nabil KahaléPublished in: CoRR (2024)
Keyphrases
- stochastic gradient descent
- least squares
- loss function
- matrix factorization
- step size
- random forests
- support vector machine
- weight vector
- regularization parameter
- online algorithms
- feature extraction
- importance sampling
- learning algorithm
- collaborative filtering
- missing data
- text categorization
- markov chain
- online learning
- linear svm
- feature space
- upper bound