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Probability

1,045 papers

Papers per year

4
15
31
113
27
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Papers

On Unbiased Estimation for Partially Observed Diffusions JMLR 2024
Pareto Smoothed Importance Sampling JMLR 2024
A General Framework for the Analysis of Kernel-based Tests JMLR 2024
Sum-of-norms clustering does not separate nearby balls JMLR 2024
Fat-Shattering Dimension of k-fold Aggregations JMLR 2024
Kernel Thinning JMLR 2024
Characterization of translation invariant MMD on Rd and connections with Wasserstein distances JMLR 2024
Concentration and Moment Inequalities for General Functions of Independent Random Variables with Heavy Tails JMLR 2024
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case JMLR 2024
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces JMLR 2024
Pure Differential Privacy for Functional Summaries with a Laplace-like Process JMLR 2024
Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence JMLR 2024
On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives JMLR 2024
Hamiltonian Monte Carlo for efficient Gaussian sampling: long and random steps JMLR 2024
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX JMLR 2024
Correction to "Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations" JMLR 2024
Fisher information dissipation for time-inhomogeneous stochastic differential equations JMLR 2024
Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions JMLR 2024
Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator JMLR 2024
Minimax-Optimal Location Estimation NIPS 2023
Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent NIPS 2023
Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+\alpha$ Moments NIPS 2023
Time-uniform confidence bands for the CDF under nonstationarity NIPS 2023
Computational Guarantees for Doubly Entropic Wasserstein Barycenters NIPS 2023
Weitzman's Rule for Pandora's Box with Correlations NIPS 2023