论文列表及评分结果
Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions.
电商所评分：9
Change Point Estimation in a Dynamic Stochastic Block Model.
电商所评分：1
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data.
电商所评分：6
Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data.
电商所评分：6
Connecting Spectral Clustering to Maximum Margins and Level Sets.
电商所评分：2
Contextual Explanation Networks.
电商所评分：10
Conic Optimization for Quadratic Regression Under Sparse Noise.
电商所评分：7
Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis.
电商所评分：1
Learning with Fenchel-Young losses.
电商所评分：7
Multiparameter Persistence Landscapes.
电商所评分：9
Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning.
电商所评分：3
High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix.
电商所评分：8
Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise.
电商所评分：2
A determinantal point process for column subset selection.
电商所评分：4
Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections.
电商所评分：3
ThunderGBM: Fast GBDTs and Random Forests on GPUs.
电商所评分：4
Convergence of Sparse Variational Inference in Gaussian Processes Regression.
电商所评分：9
Target-Aware Bayesian Inference: How to Beat Optimal Conventional Estimators.
电商所评分：4
A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints.
电商所评分：3
Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models.
电商所评分：10
Orlicz Random Fourier Features.
电商所评分：10
Mining Topological Structure in Graphs through Forest Representations.
电商所评分：2
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models.
电商所评分：7
Kriging Prediction with Isotropic Matern Correlations: Robustness and Experimental Designs.
电商所评分：1
Dynamic Assortment Optimization with Changing Contextual Information.
电商所评分：5
Noise Accumulation in High Dimensional Classification and Total Signal Index.
电商所评分：8
Generalized Optimal Matching Methods for Causal Inference.
电商所评分：6
Bayesian Model Selection with Graph Structured Sparsity.
电商所评分：7
Reinforcement Learning in Continuous Time and Space: A Stochastic Control Approach.
电商所评分：6
Empirical Priors for Prediction in Sparse High-dimensional Linear Regression.
电商所评分：6