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Probability

94 directly classified papers

Subtopics

Stochastic Processes (373)

Papers per year

Papers

On the Estimation of $\alpha$-Divergences AISTATS 2011
Generalized Beta Mixtures of Gaussians NIPS 2011
Bounds on Individual Risk for Log-loss Predictors COLT 2011
How biased are maximum entropy models? NIPS 2011
Gaussian process modulated renewal processes NIPS 2011
Approximate inference in continuous time Gaussian-Jump processes NIPS 2010
Exact learning curves for Gaussian process regression on large random graphs NIPS 2010
b-Bit Minwise Hashing for Estimating Three-Way Similarities NIPS 2010
Empirical Risk Minimization with Approximations of Probabilistic Grammars NIPS 2010
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies NIPS 2009
Optimal context separation of spiking haptic signals by second-order somatosensory neurons NIPS 2009
Learning with Compressible Priors NIPS 2009
Near-minimax recursive density estimation on the binary hypercube NIPS 2008
Characterizing neural dependencies with copula models NIPS 2008
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex NIPS 2008
Characteristic Kernels on Groups and Semigroups NIPS 2008
Efficient Inference for Distributions on Permutations NIPS 2007
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NIPS 2007
Density Estimation under Independent Similarly Distributed Sampling Assumptions NIPS 2007