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Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data JMLR 2023 Geodesically convex M-estimation in metric spaces COLT 2023 Inference on Strongly Identified Functionals of Weakly Identified Functions COLT 2023 Inference on the Change Point under a High Dimensional Covariance Shift JMLR 2023 Influence Diagnostics under Self-concordance AISTATS 2023 Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions NeurIPS 2023 JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023 K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NeurIPS 2023 Learning Exponential Families from Truncated Samples NeurIPS 2023 Learning Functional Distributions with Private Labels ICML 2023 Local Glivenko-Cantelli COLT 2023 Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach AAAI 2023 Minimax estimation of discontinuous optimal transport maps: The semi-discrete case ICML 2023 Minimax Instrumental Variable Regression and L_2 Convergence Guarantees without Identification or Closedness COLT 2023 Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models NeurIPS 2023 Minimax optimal testing by classification COLT 2023 Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling JMLR 2023 Naive imputation implicitly regularizes high-dimensional linear models ICML 2023 Nearest-Neighbor Sampling Based Conditional Independence Testing AAAI 2023 Near Optimal Heteroscedastic Regression with Symbiotic Learning COLT 2023 Neural Dependencies Emerging From Learning Massive Categories CVPR 2023 Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023 Non-stationary Experimental Design under Linear Trends NeurIPS 2023 Online Local Differential Private Quantile Inference via Self-normalization ICML 2023 Online Platt Scaling with Calibeating ICML 2023