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Conditional independence testing under misspecified inductive biases NeurIPS 2023 Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing JMLR 2023 Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries JMLR 2023 Convergence Rates of a Class of Multivariate Density Estimation Methods Based on Adaptive Partitioning JMLR 2023 Differentially Private Hypothesis Testing for Linear Regression JMLR 2023 Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting AISTATS 2023 Dimensionality Reduction for General KDE Mode Finding ICML 2023 Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023 Distribution-dependent McDiarmid-type Inequalities for Functions of Unbounded Interaction ICML 2023 Effects of perceived gender on the perceived social function of laughter Interspeech 2023 Efficient preconditioned stochastic gradient descent for estimation in latent variable models ICML 2023 Entropic characterization of optimal rates for learning Gaussian mixtures COLT 2023 Estimation Beyond Data Reweighting: Kernel Method of Moments ICML 2023 Evaluating Instrument Validity using the Principle of Independent Mechanisms JMLR 2023 Experimental Designs for Heteroskedastic Variance NeurIPS 2023 Fast Private Kernel Density Estimation via Locality Sensitive Quantization ICML 2023 Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023 Feature Adaptation for Sparse Linear Regression NeurIPS 2023 Filling the population statistics gap: Swiss German reference data on F0 and speech tempo for forensic contexts Interspeech 2023 Finite-Sample Symmetric Mean Estimation with Fisher Information Rate COLT 2023 Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance ACL 2023 Frequency Patterns of Individual Speaker Characteristics at Higher and Lower Spectral Ranges Interspeech 2023 Frustratingly Easy Truth Discovery AAAI 2023 Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NeurIPS 2023 Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy AISTATS 2023