Index of /~cs709/notes/readingAssignment
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InteriorPointMethods.pdf
2013-08-06 17:35
230K
GradientSubgradientAndProximalMethods.pdf
2013-08-06 17:35
254K
icml11-OptimizationForDeepLearning.pdf
2018-08-26 00:31
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InteriorPointMethodsForLargeScaleConeProgramming.pdf
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RegretMinimisation.pdf
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LargeScaleLearningTradeoffs.pdf
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BanditViewOnNoisyOptimisation.pdf
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SparseInverseCovarianceSelection.pdf
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FirstOrderGeneralPurposeMethods.pdf
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ProjectedNewton.pdf
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RobustOptimisationInMachineLearning.pdf
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DualDecompositionForInference.pdf
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ConvexOptimisationWithSparsityInducingNorms.pdf
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AugmentedLagrangianMethods.pdf
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FirstOrderExploitingProblemStructure.pdf
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Nem-2012-FirstOrder-MLOptChapterI.pdf
2018-08-26 00:31
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CuttingPlaneMethod.pdf
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Nem-2012-FirstOrder-MLOptChapterII.pdf
2018-08-26 00:31
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ImprovingOptByModelingUncertainty.pdf
2013-08-06 17:35
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Nesterov-FirstOrder.pdf
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PathWiseAlgoCovarianceSelection.pdf
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prox_algs.pdf
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ConvexOptAlgoComplexity.pdf
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mo25_ch6.pdf
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mo25_ch10.pdf
2018-08-26 00:31
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MachineLearningYearning.pdf
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FirstOrderMethodsSlides.pdf
2018-08-26 00:31
1.9M
Non-convex Optimization for Machine Learning.pdf
2018-08-26 00:31
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Optimization with Sparsity-Inducing Penalties.pdf
2018-08-26 00:31
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learningWithSubmodularFunctions.pdf
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OCObook.pdf
2018-08-26 00:31
4.2M