← Mathematics
Mathematics & Optimization › Mathematics ›

Probability

1043 directly classified papers

Papers per year

Papers

Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling NIPS 2017
A Decomposition of Forecast Error in Prediction Markets NIPS 2017
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time COLT 2016
Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables COLT 2016
Information-theoretic thresholds for community detection in sparse networks COLT 2016
Combining Energy and Cross-Entropy Analysis for Nuclear Segments Detection INTERSPEECH 2016
Probabilistic Inference with Generating Functions for Poisson Latent Variable Models NIPS 2016
Pliable Rejection Sampling ICML 2016
Kernel Mean Shrinkage Estimators JMLR 2016
Multivariate tests of association based on univariate tests NIPS 2016
Beyond Exchangeability: The Chinese Voting Process NIPS 2016
Generalized Direct Change Estimation in Ising Model Structure ICML 2016
Quantized Random Projections and Non-Linear Estimation of Cosine Similarity NIPS 2016
Characteristic Kernels and Infinitely Divisible Distributions JMLR 2016
Synergy of Monotonic Rules JMLR 2016
Structure Discovery in Bayesian Networks by Sampling Partial Orders JMLR 2016
Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier ICML 2016
A Kernel Test of Goodness of Fit ICML 2016
A KL Divergence and DNN-Based Approach to Voice Conversion without Parallel Training Sentences INTERSPEECH 2016
Sliced Wasserstein Kernels for Probability Distributions CVPR 2016
Slice Sampling on Hamiltonian Trajectories ICML 2016
Statistical Inference for Pairwise Graphical Models Using Score Matching NIPS 2016
Identifying the irreducible disjoint factors of a multivariate probability distribution PGM 2016
Evidence Evaluation: a Study of Likelihoods and Independence PGM 2016
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels JMLR 2016