Faster algorithms for learning to link, align sequences, and price two-part tariffs.
Maria-Florina BalcanChristopher SeilerDravyansh SharmaPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- learning process
- hidden markov models
- memory efficient
- learning models
- active learning
- learning tasks
- optimization problems
- online learning
- noise tolerant
- orders of magnitude
- learning systems
- computationally efficient
- worst case
- supervised learning
- computational complexity
- reinforcement learning
- knowledge acquisition
- neural network
- benchmark datasets
- multi class
- prior knowledge
- learned models
- computationally demanding