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Probability

1043 directly classified papers

Papers per year

Papers

Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
Riffled Independence for Ranked Data NIPS 2009
Marginal Likelihood Integrals for Mixtures of Independence Models JMLR 2009
Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions NIPS 2009
A General Projection Property for Distribution Families NIPS 2009
Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions NIPS 2009
Which graphical models are difficult to learn? NIPS 2009
A joint maximum-entropy model for binary neural population patterns and continuous signals NIPS 2009
Reproducing Kernel Banach Spaces for Machine Learning JMLR 2009
Neurometric function analysis of population codes NIPS 2009
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex NIPS 2008
On the Size and Recovery of Submatrices of Ones in a Random Binary Matrix JMLR 2008
Metastable Walking on Stochastically Rough Terrain RSS 2008
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes NIPS 2008
Inferring rankings under constrained sensing NIPS 2008
Rademacher Complexity Bounds for Non-I.I.D. Processes NIPS 2008
Characterizing neural dependencies with copula models NIPS 2008
Near-minimax recursive density estimation on the binary hypercube NIPS 2008
Optimal Response Initiation: Why Recent Experience Matters NIPS 2008
Characteristic Kernels on Groups and Semigroups NIPS 2008
Estimation of Information Theoretic Measures for Continuous Random Variables NIPS 2008
Non-parametric Regression Between Manifolds NIPS 2008
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NIPS 2007
Efficient Inference for Distributions on Permutations NIPS 2007
The Noisy-Logical Distribution and its Application to Causal Inference NIPS 2007