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On Kernelized Multi-armed Bandits
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On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations
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On Context-Dependent Clustering of Bandits
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No Spurious Local Minima in Nonconvex Low Rank Problems A Unified Geometric Analysis
NoSpuriousLocalMinimainNonconvexLowRankProblems:AUniﬁedGeometricAnalysisRongGe1ChiJin2YiZheng1Abstract2016;Parketal.,2016)andmatrixcompletion(Geetal.,2016)havewell-behavedoptimizationlandscape:all...
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Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates
NonnegativeMatrixFactorizationforTimeSeriesRecoveryFromaFewTemporalAggregatesJialiMei12YohannDeCastro1YannigGoude12GeorgesHe´brail2AbstractticipantisbilledbytheTSO.Tocalculatetheimbalancecausedbya...
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Nonparanormal Information Estimation
NonparanormalInformationEstimationShashankSingh1Barnaba´sPo´czos1Abstracttection(Bercher&Vignat,2000),andanomalydetectioninnetworks(Noble&Cook,2003;Nychisetal.,2008;Westudytheproblemofusingi.i.d....
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On Approximation Guarantees for Greedy Low Rank Optimization
OnApproximationGuaranteesforGreedyLowRankOptimizationRajivKhanna1EthanR.Elenberg1AlexandrosG.Dimakis1JoydeepGhosh1SahandNegahban2AbstractUnfortunately,theaboveoptimizationcanbecomputation-allytaxin...
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Nyström Method with Kernel K-means++ Samples as Landmarks
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Neural Episodic Control
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Neural Networks and Rational Functions
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Neural Taylor Approximations Convergence and Exploration in Rectifier Networks
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Neural Optimizer Search with Reinforcement Learning
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Near-Optimal Design of Experiments via Regret Minimization
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Natasha Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter
Natasha:FasterNon-ConvexStochasticOptimizationviaStronglyNon-ConvexParameterZeyuanAllen-Zhu1Abstractrandom∇fi(x).Givenanon-convexfunctionf(x)thatisanav-•Theso-calledproximaltermψ(x)addsmoregener...
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Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
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Neural Message Passing for Quantum Chemistry
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Multi-task Learning with Labeled and Unlabeled Tasks
Multi-taskLearningwithLabeledandUnlabeledTasksAnastasiaPentina1ChristophH.Lampert1Abstractisavailable.Inpractice,itishighlydesirabletobeabletohandlethissituationforproblemswithaverylargenumberInmul...
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Multiple Clustering Views from Multiple Uncertain Experts
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Multiplicative Normalizing Flows for Variational Bayesian Neural Networks
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Nearly Optimal Robust Matrix Completion
NearlyOptimalRobustMatrixCompletionYeshwanthCherapanamjeri1KartikGupta1PrateekJain1AbstractSupp(S∗)⊂ΩandsamplingoperatorPΩ:Rm×n→Rm×nisdeﬁnedas:Inthispaper,weconsidertheproblemofRo-bustMatri...
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