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Multi-task nonconvex optimization with total budget constraint: A distributed algorithm using Monte Carlo estimates.
Mengdi Wang
Yunjian Xu
Yuntao Gu
Published in:
DSP (2014)
Keyphrases
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monte carlo
importance sampling
multi task
objective function
markov chain
machine learning
np hard
particle filter
bayesian framework
budget constraints
game tree
optimal strategy
multi task learning
expectation maximization
linear programming
worst case
dynamic programming
optimal solution
learning algorithm