论文列表及评分结果

Multilevel Monte Carlo Variational Inference.

电商所评分:10

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Sparse Convex Optimization via Adaptively Regularized Hard Thresholding.

电商所评分:7

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Convergence Guarantees for Gaussian Process Means With Misspecified Likelihoods and Smoothness.

电商所评分:6

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A flexible model-free prediction-based framework for feature ranking.

电商所评分:8

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Is SGD a Bayesian sampler? Well, almost.

电商所评分:1

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Bayesian Distance Clustering.

电商所评分:2

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Unlinked Monotone Regression.

电商所评分:5

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Replica Exchange for Non-Convex Optimization.

电商所评分:7

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Achieving Fairness in the Stochastic Multi-Armed Bandit Problem.

电商所评分:1

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Communication-Efficient Distributed Covariance Sketch, with Application to Distributed PCA.

电商所评分:2

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Doubly infinite residual neural networks: a diffusion process approach.

电商所评分:6

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Locally Private k-Means Clustering.

电商所评分:3

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Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems.

电商所评分:6

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Knowing what You Know: valid and validated confidence sets in multiclass and multilabel prediction.

电商所评分:10

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Optimal Feedback Law Recovery by Gradient-Augmented Sparse Polynomial Regression.

电商所评分:2

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Bandit Convex Optimization in Non-stationary Environments.

电商所评分:1

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Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond.

电商所评分:9

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Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints.

电商所评分:9

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Fast Learning for Renewal Optimization in Online Task Scheduling.

电商所评分:10

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FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection.

电商所评分:10

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From Low Probability to High Confidence in Stochastic Convex Optimization.

电商所评分:1

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PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings.

电商所评分:2

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Statistical Query Lower Bounds for Tensor PCA.

电商所评分:9

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LassoNet: A Neural Network with Feature Sparsity.

电商所评分:7

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Conditional independences and causal relations implied by sets of equations.

电商所评分:7

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Optimal Bounds between f-Divergences and Integral Probability Metrics.

电商所评分:5

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Tighter Risk Certificates for Neural Networks.

电商所评分:2

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How Well Generative Adversarial Networks Learn Distributions.

电商所评分:7

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A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration.

电商所评分:7

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Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference.

电商所评分:4

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