Transcendence: Generative Models Can Outperform The Experts That Train Them.
Edwin ZhangVincent ZhuNaomi SaphraAnat KleimanBenjamin L. EdelmanMilind TambeSham M. KakadeEran MalachPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- em algorithm
- maximum entropy principle
- hierarchical hidden markov models
- prior knowledge
- conditional random fields
- topic models
- generative and discriminative models
- expectation maximization
- semi supervised
- maximum entropy
- object categories
- boltzmann machine
- data points