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1219 directly classified papers

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Papers

Learning Rich Rankings NIPS 2020
Estimation of Skill Distribution from a Tournament NIPS 2020
Distributionally Robust Parametric Maximum Likelihood Estimation NIPS 2020
Estimating weighted areas under the ROC curve NIPS 2020
Profile Entropy: A Fundamental Measure for the Learnability and Compressibility of Distributions NIPS 2020
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks NIPS 2020
Robust Density Estimation under Besov IPM Losses NIPS 2020
Learning discrete distributions with infinite support NIPS 2020
Harmonic Decompositions of Convolutional Networks ICML 2020
Robust Correction of Sampling Bias using Cumulative Distribution Functions NIPS 2020
The Buckley-Osthus model and the block preferential attachment model: statistical analysis and application ICML 2020
Online Control of the False Coverage Rate and False Sign Rate ICML 2020
Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020
Spectral Moment and Duration of Burst of Plosives in Speech of Children with Hearing Impairment and Typically Developing Children — A Comparative Study INTERSPEECH 2020
Spatial Resolution of Early Reflection for Speech and White Noise INTERSPEECH 2020
Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons AISTATS 2020
Statistical Estimation of the Poincaré constant and Application to Sampling Multimodal Distributions AISTATS 2020
Inference of Dynamic Graph Changes for Functional Connectome AISTATS 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations AISTATS 2020
A Robust Univariate Mean Estimator is All You Need AISTATS 2020
Multi-level Gaussian Graphical Models Conditional on Covariates AISTATS 2020
Full Law Identification in Graphical Models of Missing Data: Completeness Results ICML 2020
Aggregation of Multiple Knockoffs ICML 2020
A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning ICML 2020
Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020