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Probability

1043 directly classified papers

Papers per year

Papers

Motion Planning as Probabilistic Inference using Gaussian Processes and Factor Graphs RSS 2016
A Variational Approach to Path Estimation and Parameter Inference of Hidden Diffusion Processes JMLR 2016
Computing Lower and Upper Bounds on the Probability of Causal Statements PGM 2016
Minimax Estimation of Maximum Mean Discrepancy with Radial Kernels NIPS 2016
Structure-Blind Signal Recovery NIPS 2016
Tractable Operations for Arithmetic Circuits of Probabilistic Models NIPS 2016
ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission ICML 2016
One Scan 1-Bit Compressed Sensing AISTATS 2016
Probability Inequalities for Kernel Embeddings in Sampling without Replacement AISTATS 2016
Exponential expressivity in deep neural networks through transient chaos NIPS 2016
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling NIPS 2016
Completely random measures for modelling block-structured sparse networks NIPS 2016
Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015
Human Memory Search as Initial-Visit Emitting Random Walk NIPS 2015
Spectral Learning of Large Structured HMMs for Comparative Epigenomics NIPS 2015
Finite-Time Analysis of Projected Langevin Monte Carlo NIPS 2015
Fast Two-Sample Testing with Analytic Representations of Probability Measures NIPS 2015
Learning structured densities via infinite dimensional exponential families NIPS 2015
Exact Bias Correction and Covariance Estimation for Stereo Vision CVPR 2015
Entropy-Based Concentration Inequalities for Dependent Variables ICML 2015
Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015
On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank-One Perturbations of Gaussian Tensors NIPS 2015
Theoretical Limits of Speed and Resolution for Kinodynamic Planning in a Poisson Forest RSS 2015
Fast and Accurate Inference of Plackett–Luce Models NIPS 2015
Preferential Attachment in Graphs with Affinities AISTATS 2015