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Probability

94 directly classified papers

Subtopics

Stochastic Processes (373)

Papers per year

Papers

CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling AAAI 2019
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR 2018
A Robust Noise Resistant Algorithm for POI Identification from Flickr Data IJCAI 2017
The Mixing of Markov Chains on Linear Extensions in Practice IJCAI 2017
Concentration of Multilinear Functions of the Ising Model with Applications to Network Data NIPS 2017
LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity IJCAI 2017
Data-driven Random Fourier Features using Stein Effect IJCAI 2017
Acoustic-to-Articulatory Inversion Mapping Based on Latent Trajectory Gaussian Mixture Model INTERSPEECH 2016
Kernel Mean Shrinkage Estimators JMLR 2016
Generalized Exponential Concentration Inequality for Renyi Divergence Estimation ICML 2014
Convergence rates for persistence diagram estimation in Topological Data Analysis ICML 2014
Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data ICML 2014
PEWA: Patch-based Exponentially Weighted Aggregation for image denoising NIPS 2014
The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures COLT 2014
A simple sketching algorithm for entropy estimation over streaming data AISTATS 2013
Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
Statistical Active Learning Algorithms NIPS 2013
Annealing between distributions by averaging moments NIPS 2013
Competitive Classification and Closeness Testing COLT 2012
The Coloured Noise Expansion and Parameter Estimation of Diffusion Processes NIPS 2012
Bayesian nonparametric models for bipartite graphs NIPS 2012
Random Utility Theory for Social Choice NIPS 2012
Exponential Concentration for Mutual Information Estimation with Application to Forests NIPS 2012
Transelliptical Graphical Models NIPS 2012
Rare Probability Estimation under Regularly Varying Heavy Tails COLT 2012