Closing the convergence gap of SGD without replacement.
Shashank RajputAnant GuptaDimitris S. PapailiopoulosPublished in: ICML (2020)
Keyphrases
- learning algorithm
- update rule
- machine learning algorithms
- convergence rate
- database
- stochastic gradient descent
- iterative algorithms
- real time
- information retrieval
- genetic algorithm
- data mining
- information systems
- pairwise
- image analysis
- convergence speed
- global convergence
- replacement policy
- linear complementarity problem