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Probability

1,045 papers

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Papers

XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021
On the difficulty of unbiased alpha divergence minimization ICML 2021
Active Slices for Sliced Stein Discrepancy ICML 2021
Compressed Maximum Likelihood ICML 2021
Finding Relevant Information via a Discrete Fourier Expansion ICML 2021
Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free ICML 2021
Detection of Signal in the Spiked Rectangular Models ICML 2021
A Nullspace Property for Subspace-Preserving Recovery ICML 2021
Statistical Estimation from Dependent Data ICML 2021
Kernel Stein Discrepancy Descent ICML 2021
Near-Optimal Confidence Sequences for Bounded Random Variables ICML 2021
Smooth $p$-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications ICML 2021
Low-Rank Sinkhorn Factorization ICML 2021
Cumulants of Hawkes Processes are Robust to Observation Noise ICML 2021
ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation ICML 2021
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021
Generalized Kings and Single-Elimination Winners in Random Tournaments IJCAI 2021
Updating the Belief Promotion Operator IJCAI 2021
Higher-order Derivatives of Weighted Finite-state Machines IJCNLP 2021
The LF Model in the Frequency Domain for Glottal Airflow Modelling Without Aliasing Distortion INTERSPEECH 2021
Parametric Distributions to Model Numerical Emotion Labels INTERSPEECH 2021
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021
Consistent estimation of small masses in feature sampling JMLR 2021
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021
Testing Conditional Independence via Quantile Regression Based Partial Copulas JMLR 2021