conftrace_
← Mathematics
Mathematics & Optimization › Mathematics ›

Probability

1,045 papers

Papers per year

4
15
31
113
27
'05
'10
'15
'20
'25

Papers

RKHS-SHAP: Shapley Values for Kernel Methods NIPS 2022
Overparameterization from Computational Constraints NIPS 2022
Representing Spatial Trajectories as Distributions NIPS 2022
Distributional Convergence of the Sliced Wasserstein Process NIPS 2022
Inference and Sampling for Archimax Copulas NIPS 2022
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics NIPS 2022
Trustworthy Monte Carlo NIPS 2022
Asymptotics of smoothed Wasserstein distances in the small noise regime NIPS 2022
Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models NIPS 2022
A Fourier Approach to Mixture Learning NIPS 2022
Learning and Covering Sums of Independent Random Variables with Unbounded Support NIPS 2022
Optimal Efficiency-Envy Trade-Off via Optimal Transport NIPS 2022
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap NIPS 2022
Beyond black box densities: Parameter learning for the deviated components NIPS 2022
Continuously Tempered PDMP samplers NIPS 2022
Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning NIPS 2022
Nearly-Tight Bounds for Testing Histogram Distributions NIPS 2022
Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space NIPS 2022
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy NIPS 2022
Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions NIPS 2022
Thinned random measures for sparse graphs with overlapping communities NIPS 2022
Capturing Graphs with Hypo-Elliptic Diffusions NIPS 2022
The Semi-random Likelihood of Doctrinal Paradoxes AAAI 2022
Is There a Strongest Die in a Set of Dice with the Same Mean Pips? AAAI 2022
Bounds on Causal Effects and Application to High Dimensional Data AAAI 2022