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Adaptive Weighted Averaging COLT 2026 Almost sure null bankruptcy of testing-by-betting strategies COLT 2026 An Empirical Bayes Perspective on Heteroskedastic Mean Estimation COLT 2026 Cost-Aware Optimized Front-Door Experimental Design CLeaR 2026 Deconvolution in unlinked linear models JMLR 2026 Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models JMLR 2026 Estimating Ising Models in Total Variation Distance COLT 2026 Gaussian Approximation and Multiplier Bootstrap for Federated Linear Stochastic Approximation UAI 2026 Improving online FDR procedures via online analogs of e-closure and compound e-values UAI 2026 Inference for quantile-parametrized families via CDF confidence bands UAI 2026 Information-Theoretic Thresholds for Bipartite Latent-Space Graphs Under Noisy Observations COLT 2026 Instrumental variables system identification with L^p consistency L4DC 2026 Linear Regression with Heteroskedastic Errors UAI 2026 Multi-relational Network Autoregression Model with Latent Group Structures JMLR 2026 Nearly Minimax Discrete Distribution Estimation in Kullback-Leibler Divergence with High Probability ALT 2026 Nonlinear function-on-function regression by RKHS JMLR 2026 Open Problem: Is Interaction Necessary for Order-Optimal 1-bit Mean Estimation? COLT 2026 Optimal Prediction-Augmented Algorithms for Testing Independence of Distributions COLT 2026 Overcoming Dependent Censoring in the Evaluation of Survival Models UAI 2026 Perfect Matching Map Recovery Under Unknown Scalar Affine Transformation UAI 2026 The Distribution of Ridgeless Least Squares Interpolators JMLR 2026 Variance Estimation and Selecting Good Estimands for Causal Effect Queries UAI 2026 Adaptive Convergence Rates for Log-Concave Maximum Likelihood AISTATS 2025 A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections UAI 2025 Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025