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Probability

1,045 papers

Papers per year

4
15
31
113
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Papers

On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank-One Perturbations of Gaussian Tensors NIPS 2015
Spectral Learning of Large Structured HMMs for Comparative Epigenomics NIPS 2015
Human Memory Search as Initial-Visit Emitting Random Walk NIPS 2015
Gaussian Process Random Fields NIPS 2015
The Loss Surfaces of Multilayer Networks AISTATS 2015
Symmetric Iterative Proportional Fitting AISTATS 2015
Preferential Attachment in Graphs with Affinities AISTATS 2015
Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015
Particle Gibbs with Ancestor Sampling for Probabilistic Programs AISTATS 2015
Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015
Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015
Geodesic Exponential Kernels: When Curvature and Linearity Conflict CVPR 2015
Exact Bias Correction and Covariance Estimation for Stereo Vision CVPR 2015
An Adaptive Data Representation for Robust Point-Set Registration and Merging ICCV 2015
Nested Sequential Monte Carlo Methods ICML 2015
Entropy-Based Concentration Inequalities for Dependent Variables ICML 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
Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015
Theoretical Limits of Speed and Resolution for Kinodynamic Planning in a Poisson Forest RSS 2015
Optimal prior-dependent neural population codes under shared input noise NIPS 2014
Covariance shrinkage for autocorrelated data 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
Concavity of reweighted Kikuchi approximation NIPS 2014