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Probability

1,045 papers

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Papers

The Vertex Sample Complexity of Free Energy is Polynomial COLT 2018
Optimal Single Sample Tests for Structured versus Unstructured Network Data COLT 2018
Langevin Monte Carlo and JKO splitting COLT 2018
Subpolynomial trace reconstruction for random strings \{and arbitrary deletion probability COLT 2018
Online Learning: Sufficient Statistics and the Burkholder Method COLT 2018
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance COLT 2018
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018
Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018
Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018
Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata EMNLP 2018
Implicational Universals in Stochastic Constraint-Based Phonology EMNLP 2018
Analyzing Correlated Evolution of Multiple Features Using Latent Representations EMNLP 2018
Integration complexity and the order of cosisters EMNLP 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising ICML 2018
Stein Points ICML 2018
Learning a Mixture of Two Multinomial Logits ICML 2018
Stochastic Wasserstein Barycenters ICML 2018
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm ICML 2018
Large-Scale Cox Process Inference using Variational Fourier Features ICML 2018
On the Spectrum of Random Features Maps of High Dimensional Data ICML 2018
Ranking Distributions based on Noisy Sorting ICML 2018
Local Density Estimation in High Dimensions ICML 2018
Learning Registered Point Processes from Idiosyncratic Observations ICML 2018
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements IJCAI 2018