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Probability

1043 directly classified papers

Papers per year

Papers

Symmetric Iterative Proportional Fitting AISTATS 2015
The Loss Surfaces of Multilayer Networks AISTATS 2015
Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015
Principal Differences Analysis: Interpretable Characterization of Differences between Distributions NIPS 2015
Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks NIPS 2015
Testing Closeness With Unequal Sized Samples NIPS 2015
On the Accuracy of Self-Normalized Log-Linear Models NIPS 2015
Nested Sequential Monte Carlo Methods ICML 2015
An Adaptive Data Representation for Robust Point-Set Registration and Merging ICCV 2015
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015
Strong Consistency of the Prototype Based Clustering in Probabilistic Space JMLR 2015
Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015
Geodesic Exponential Kernels: When Curvature and Linearity Conflict CVPR 2015
Differentially Private Learning of Structured Discrete Distributions NIPS 2015
Probabilistic Variational Bounds for Graphical Models NIPS 2015
A hybrid sampler for Poisson-Kingman mixture models NIPS 2015
Gaussian Process Random Fields NIPS 2015
Particle Gibbs with Ancestor Sampling for Probabilistic Programs AISTATS 2015
A* Sampling NIPS 2014
Recursive Inversion Models for Permutations NIPS 2014
Exponential Concentration of a Density Functional Estimator NIPS 2014
Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology NIPS 2014
Gaussian Approximation of Collective Graphical Models ICML 2014
Lower Bounds for the Gibbs Sampler over Mixtures of Gaussians ICML 2014
On the Information Theoretic Limits of Learning Ising Models NIPS 2014