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Probability

519 papers (95 classified directly here)

Subtopics

Stochastic Processes (438)

Papers per year

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Papers (including subtopics)

Mixability in Statistical Learning NIPS 2012
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
MCMC for continuous-time discrete-state systems NIPS 2012
Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NIPS 2012
Random Utility Theory for Social Choice NIPS 2012
Transelliptical Graphical Models NIPS 2012
Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions NIPS 2012
Exponential Concentration for Mutual Information Estimation with Application to Forests NIPS 2012
Entangled Monte Carlo NIPS 2012
Controlling Selection Bias in Causal Inference AISTATS 2012
Scalable Inference on Kingman’s Coalescent using Pair Similarity AISTATS 2012
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems AISTATS 2012
Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012
Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs AISTATS 2012
An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling AISTATS 2012
Rare Probability Estimation under Regularly Varying Heavy Tails COLT 2012
Competitive Classification and Closeness Testing COLT 2012
Analytical Results for the Error in Filtering of Gaussian Processes NIPS 2011
Accelerated Adaptive Markov Chain for Partition Function Computation NIPS 2011
Finite Time Analysis of Stratified Sampling for Monte Carlo NIPS 2011
Generalized Beta Mixtures of Gaussians NIPS 2011
Inference in continuous-time change-point models NIPS 2011
How biased are maximum entropy models? NIPS 2011
Gaussian process modulated renewal processes NIPS 2011
A General Linear Non-Gaussian State-Space Model: Identifiability, Identification, and Applications ACML 2011