论文列表及评分结果

Dual Iterative Hard Thresholding.

电商所评分:10

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Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes.

电商所评分:6

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Tensor Regression Networks.

电商所评分:9

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Fast Bayesian Inference of Sparse Networks with Automatic Sparsity Determination.

电商所评分:5

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Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization.

电商所评分:7

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Discerning the Linear Convergence of ADMM for Structured Convex Optimization through the Lens of Variational Analysis.

电商所评分:1

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Online Sufficient Dimension Reduction Through Sliced Inverse Regression.

电商所评分:1

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Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information.

电商所评分:5

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Neyman-Pearson classification: parametrics and sample size requirement.

电商所评分:10

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Spectral Algorithms for Community Detection in Directed Networks.

电商所评分:2

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Generalized probabilistic principal component analysis of correlated data.

电商所评分:3

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On lp-Support Vector Machines and Multidimensional Kernels.

电商所评分:8

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Adaptive Smoothing for Path Integral Control.

电商所评分:1

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Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent.

电商所评分:8

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Sparse Projection Oblique Randomer Forests.

电商所评分:9

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Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions.

电商所评分:8

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Distributed Minimum Error Entropy Algorithms.

电商所评分:5

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Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning.

电商所评分:1

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Semi-parametric Learning of Structured Temporal Point Processes.

电商所评分:10

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Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization.

电商所评分:5

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Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality.

电商所评分:3

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Effective Ways to Build and Evaluate Individual Survival Distributions.

电商所评分:10

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Practical Locally Private Heavy Hitters.

电商所评分:2

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Quadratic Decomposable Submodular Function Minimization: Theory and Practice.

电商所评分:7

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Self-paced Multi-view Co-training.

电商所评分:10

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Apache Mahout: Machine Learning on Distributed Dataflow Systems.

电商所评分:10

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Convergence Rate of Optimal Quantization and Application to the Clustering Performance of the Empirical Measure.

电商所评分:7

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A Regularization-Based Adaptive Test for High-Dimensional GLMs.

电商所评分:5

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A General System of Differential Equations to Model First-Order Adaptive Algorithms.

电商所评分:2

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Learning and Interpreting Multi-Multi-Instance Learning Networks.

电商所评分:5

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