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Probability

1043 directly classified papers

Papers per year

Papers

Learning a Mixture of Two Multinomial Logits ICML 2018
Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018
Subpolynomial trace reconstruction for random strings \{and arbitrary deletion probability COLT 2018
Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018
Model Checking Probabilistic Epistemic Logic for Probabilistic Multiagent Systems IJCAI 2018
Stochastic Wasserstein Barycenters ICML 2018
Detection limits in the high-dimensional spiked rectangular model COLT 2018
Langevin Monte Carlo and JKO splitting COLT 2018
Algorithmic Linearly Constrained Gaussian Processes NIPS 2018
The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity COLT 2018
The Vertex Sample Complexity of Free Energy is Polynomial COLT 2018
Optimal Single Sample Tests for Structured versus Unstructured Network Data COLT 2018
Gaussian Mixture Latent Vector Grammars ACL 2018
A Note on Quickly Sampling a Sparse Matrix with Low Rank Expectation JMLR 2018
Online Learning: Sufficient Statistics and the Burkholder Method COLT 2018
Maximum Selection and Sorting with Adversarial Comparators JMLR 2018
Blind Deconvolutional Phase Retrieval via Convex Programming NIPS 2018
zkLedger: Privacy-Preserving Auditing for Distributed Ledgers NSDI 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
Implicational Universals in Stochastic Constraint-Based Phonology EMNLP 2018
Ranking Distributions based on Noisy Sorting ICML 2018
Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo NIPS 2018
The emergence of spectral universality in deep networks AISTATS 2018
Robust Hypothesis Testing Using Wasserstein Uncertainty Sets NIPS 2018