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Probability

1043 directly classified papers

Papers per year

Papers

Statistical and Topological Properties of Sliced Probability Divergences NIPS 2020
Sampling from a k-DPP without looking at all items NIPS 2020
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020
Improving Sparse Vector Technique with Renyi Differential Privacy NIPS 2020
The All-or-Nothing Phenomenon in Sparse Tensor PCA NIPS 2020
Deriving Bounds And Inequality Constraints Using Logical Relations Among Counterfactuals UAI 2020
Instance Based Approximations to Profile Maximum Likelihood NIPS 2020
Deep Diffusion-Invariant Wasserstein Distributional Classification NIPS 2020
A Three-Parameter Rank-Frequency Relation in Natural Languages ACL 2020
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NIPS 2020
Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns AAAI 2020
Dynamic Embedding on Textual Networks via a Gaussian Process AAAI 2020
Learning with Labeled and Unlabeled Multi-Step Transition Data for Recovering Markov Chain from Incomplete Transition Data IJCAI 2020
Fast Algorithms for Computational Optimal Transport and Wasserstein Barycenter AISTATS 2020
The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions AISTATS 2020
Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks NIPS 2020
Sensor Placement for Spatial Gaussian Processes with Integral Observations UAI 2020
Sharp Thresholds of the Information Cascade Fragility Under a Mismatched Model AISTATS 2020
Sinkhorn Barycenter via Functional Gradient Descent NIPS 2020
On the Analysis of EM for truncated mixtures of two Gaussians ALT 2020
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence NIPS 2020
Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors NIPS 2020
Word Representations Concentrate and This is Good News! EMNLP 2020
Continuous Regularized Wasserstein Barycenters NIPS 2020