← Mathematics
Mathematics & Optimization › Mathematics ›

Probability

1043 directly classified papers

Papers per year

Papers

The LF Model in the Frequency Domain for Glottal Airflow Modelling Without Aliasing Distortion INTERSPEECH 2021
Equitable and Optimal Transport with Multiple Agents AISTATS 2021
Correlated Stochastic Block Models: Exact Graph Matching with Applications to Recovering Communities NIPS 2021
Tight sampling and discarding bounds for scenario programs with an arbitrary number of removed samples L4DC 2021
Hypothesis testing with low-degree polynomials in the Morris class of exponential families COLT 2021
Dimension-free empirical entropy estimation NIPS 2021
Tighter Expected Generalization Error Bounds via Wasserstein Distance NIPS 2021
Rate-Optimal Subspace Estimation on Random Graphs NIPS 2021
Learning partial correlation graphs and graphical models by covariance queries JMLR 2021
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021
Structured Logconcave Sampling with a Restricted Gaussian Oracle COLT 2021
Higher-order Derivatives of Weighted Finite-state Machines IJCNLP 2021
Dynamics of Stochastic Momentum Methods on Large-scale, Quadratic Models NIPS 2021
Leveraging probabilistic circuits for nonparametric multi-output regression UAI 2021
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections NIPS 2021
A Stein Goodness-of-test for Exponential Random Graph Models AISTATS 2021
Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates NIPS 2021
Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples L4DC 2021
Iterative Connecting Probability Estimation for Networks NIPS 2021
Privately Learning Mixtures of Axis-Aligned Gaussians NIPS 2021
Compressed Maximum Likelihood ICML 2021
Analysis of stochastic Lanczos quadrature for spectrum approximation ICML 2021
Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo ICML 2021
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021
Detection of Signal in the Spiked Rectangular Models ICML 2021