论文列表及评分结果
Dual Iterative Hard Thresholding.
电商所评分:10
Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes.
电商所评分:6
Tensor Regression Networks.
电商所评分:9
Fast Bayesian Inference of Sparse Networks with Automatic Sparsity Determination.
电商所评分:5
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization.
电商所评分:7
Discerning the Linear Convergence of ADMM for Structured Convex Optimization through the Lens of Variational Analysis.
电商所评分:1
Online Sufficient Dimension Reduction Through Sliced Inverse Regression.
电商所评分:1
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information.
电商所评分:5
Neyman-Pearson classification: parametrics and sample size requirement.
电商所评分:10
Spectral Algorithms for Community Detection in Directed Networks.
电商所评分:2
Generalized probabilistic principal component analysis of correlated data.
电商所评分:3
On lp-Support Vector Machines and Multidimensional Kernels.
电商所评分:8
Adaptive Smoothing for Path Integral Control.
电商所评分:1
Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent.
电商所评分:8
Sparse Projection Oblique Randomer Forests.
电商所评分:9
Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions.
电商所评分:8
Distributed Minimum Error Entropy Algorithms.
电商所评分:5
Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning.
电商所评分:1
Semi-parametric Learning of Structured Temporal Point Processes.
电商所评分:10
Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization.
电商所评分:5
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality.
电商所评分:3
Effective Ways to Build and Evaluate Individual Survival Distributions.
电商所评分:10
Practical Locally Private Heavy Hitters.
电商所评分:2
Quadratic Decomposable Submodular Function Minimization: Theory and Practice.
电商所评分:7
Self-paced Multi-view Co-training.
电商所评分:10
Apache Mahout: Machine Learning on Distributed Dataflow Systems.
电商所评分:10
Convergence Rate of Optimal Quantization and Application to the Clustering Performance of the Empirical Measure.
电商所评分:7
A Regularization-Based Adaptive Test for High-Dimensional GLMs.
电商所评分:5
A General System of Differential Equations to Model First-Order Adaptive Algorithms.
电商所评分:2
Learning and Interpreting Multi-Multi-Instance Learning Networks.
电商所评分:5