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Statistics

1,273 papers

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Papers

Statistical Spatially Inhomogeneous Diffusion Inference AAAI 2024
Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance AAAI 2024
Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants AAAI 2024
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024
Probabilities of Causation with Nonbinary Treatment and Effect AAAI 2024
Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024
More frequent verbs are associated with more diverse valency frames: Efficient principles at the lexicon-grammar interface ACL 2024
Diachronic change in verb usage statistics predicts differences in sentence processing across the lifespan ACL 2024
The Metronome Approach to Sanskrit Meter: Analysis for the Rigveda ACL 2024
On Ranking-based Tests of Independence AISTATS 2024
Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations AISTATS 2024
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials AISTATS 2024
Scalable Learning of Item Response Theory Models AISTATS 2024
Vector Quantile Regression on Manifolds AISTATS 2024
GmGM: a fast multi-axis Gaussian graphical model AISTATS 2024
Federated Experiment Design under Distributed Differential Privacy AISTATS 2024
Learning Adaptive Kernels for Statistical Independence Tests AISTATS 2024
Lexicographic Optimization: Algorithms and Stability AISTATS 2024
Learning Cartesian Product Graphs with Laplacian Constraints AISTATS 2024
Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow AISTATS 2024
Graph fission and cross-validation AISTATS 2024
On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024
Conditional Adjustment in a Markov Equivalence Class AISTATS 2024
Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression AISTATS 2024
On the connection between Noise-Contrastive Estimation and Contrastive Divergence AISTATS 2024