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Probability

1043 directly classified papers

Papers per year

Papers

Rigorous Guarantees for Tyler’s M-Estimator via Quantum Expansion COLT 2020
Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models JMLR 2020
The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration IJCAI 2019
Polynomial-Time Probabilistic Reasoning with Partial Observations via Implicit Learning in Probability Logics AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
Concentration Inequalities for Conditional Value at Risk ICML 2019
Complexity of Fundamental Problems in Probabilistic Abstract Argumentation: Beyond Independence (Extended Abstract) IJCAI 2019
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019
Approximate Inference of Outcomes in Probabilistic Elections AAAI 2019
A Path Signature Approach for Speech Emotion Recognition INTERSPEECH 2019
Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model INTERSPEECH 2019
Fast Algorithm for Generalized Multinomial Models with Ranking Data ICML 2019
Faster Algorithms for High-Dimensional Robust Covariance Estimation COLT 2019
On Kernel Derivative Approximation with Random Fourier Features AISTATS 2019
Gain estimation of linear dynamical systems using Thompson Sampling AISTATS 2019
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019
The non-parametric bootstrap and spectral analysis in moderate and high-dimension AISTATS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences AISTATS 2019
Probabilistic Multilevel Clustering via Composite Transportation Distance AISTATS 2019
Database Alignment with Gaussian Features AISTATS 2019
A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019
Modelling Stopping Criteria for Search Results using Poisson Processes EMNLP 2019
Elliptical Perturbations for Differential Privacy NIPS 2019
Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection NIPS 2019
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization NIPS 2019