conftrace_

nonmonotone optimization

2 papers

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Co-occurring keywords · papers mentioning both

stochastic greedy algorithm (1) line search (1) overparameterized model (1) approximation guarantee (1) adam optimizer (1) convergence rate (1) subset selection (1) stochastic gradient descent (1) submodular optimization (1)

Papers

Don't be so Monotone: Relaxing Stochastic Line Search in Over-Parameterized Models NeurIPS 2023 Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection IJCAI 2018