Near-optimal discrete optimization for experimental design: a regret minimization approach
Zeyuan Allen-Zhu, Yuanzhi Li, Aarti Singh, Yining Wang
Topics & Concepts
MathematicsRegretMinificationMathematical optimizationSelection (genetic algorithm)Optimal designPolynomialCombinatoricsApplied mathematicsComputer scienceStatisticsMathematical analysisArtificial intelligenceSparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesMachine Learning and Algorithms