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Lower bounds for non-convex stochastic optimization.
Yossi Arjevani
Yair Carmon
John C. Duchi
Dylan J. Foster
Nathan Srebro
Blake E. Woodworth
Published in:
Math. Program. (2023)
Keyphrases
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stochastic optimization
lower bound
upper bound
multistage
convex hull
optimal solution
branch and bound
convex optimization
np hard
worst case
objective function
robust optimization
vc dimension
lower and upper bounds
machine learning
evolutionary algorithm
decision making