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Probability

1043 directly classified papers

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Papers

Faster and Better Simple Temporal Problems AAAI 2021
Structured Logconcave Sampling with a Restricted Gaussian Oracle COLT 2021
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021
Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions AISTATS 2021
The Base Measure Problem and its Solution AISTATS 2021
Calibrated Adaptive Probabilistic ODE Solvers AISTATS 2021
Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021
Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples L4DC 2021
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable NIPS 2021
Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling AAAI 2021
Parametric Distributions to Model Numerical Emotion Labels INTERSPEECH 2021
PSD Representations for Effective Probability Models NIPS 2021
ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation ICML 2021
Smooth $p$-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications ICML 2021
Kernel Stein Discrepancy Descent ICML 2021
Statistical Estimation from Dependent Data ICML 2021
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification NIPS 2021
A Nullspace Property for Subspace-Preserving Recovery ICML 2021
Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free ICML 2021
Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions NIPS 2021
Correlated Stochastic Block Models: Exact Graph Matching with Applications to Recovering Communities NIPS 2021
Finding Relevant Information via a Discrete Fourier Expansion ICML 2021
Active Slices for Sliced Stein Discrepancy ICML 2021
On the difficulty of unbiased alpha divergence minimization ICML 2021
XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021