ResearchTasksNon-convex optimizationNon-convex optimizationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedFinite-sum optimization exact full-gradient initializationGD0Oracle Complexity16Jun 16, 2026Non-IID dataParallel SGD2Convergence Rate3Mar 20, 2026