high probability
High probability in AI typically refers to the confidence level of a model's predictions. In probabilistic models, high probability indicates that the model is very certain about a particular outcome or classification based on the input data.
- A Provable Approach for End-to-End Safe Reinforcement Learning
- A Theory for Worst-Case vs. Average-Case Guarantees for LLMs
- Active Seriation: Efficient Ordering Recovery with Statistical Guarantees
- Convergence Rates of Constrained Expected Improvement
- Data-Dependent Regret Bounds for Constrained MABs
- Guarantees for Alternating Least Squares in Overparameterized Tensor Decompositions
- Learning Gradient Boosted Decision Trees with Algorithmic Recourse
- Online Prediction with Limited Selectivity