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Probability

1043 directly classified papers

Papers per year

Papers

Integrals over Gaussians under Linear Domain Constraints AISTATS 2020
Importance Sampling via Local Sensitivity AISTATS 2020
A Robust Univariate Mean Estimator is All You Need AISTATS 2020
Estimating weighted areas under the ROC curve NIPS 2020
Profile Entropy: A Fundamental Measure for the Learnability and Compressibility of Distributions NIPS 2020
Uncertainty Quantification for Inferring Hawkes Networks NIPS 2020
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features NIPS 2020
On a projective ensemble approach to two sample test for equality of distributions ICML 2020
On the Theoretical Properties of the Network Jackknife ICML 2020
An Expectation Maximisation Algorithm for Automated Cognate Detection EMNLP 2020
A Randomized Algorithm to Reduce the Support of Discrete Measures NIPS 2020
On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method NIPS 2020
Balancing Gaussian vectors in high dimension COLT 2020
Projection Robust Wasserstein Distance and Riemannian Optimization NIPS 2020
Information Theoretic Optimal Learning of Gaussian Graphical Models COLT 2020
Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms NIPS 2020
Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework UAI 2020
Online Control of the False Coverage Rate and False Sign Rate ICML 2020
Nonparametric Score Estimators ICML 2020
Implicit Regularization of Random Feature Models ICML 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NIPS 2020
Algebraic and Analytic Approaches for Parameter Learning in Mixture Models ALT 2020
The Flajolet-Martin Sketch Itself Preserves Differential Privacy: Private Counting with Minimal Space NIPS 2020
General Identification of Dynamic Treatment Regimes Under Interference AISTATS 2020
Predicting Declension Class from Form and Meaning ACL 2020