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Using Principal Progression Rate to Quantify and Compare Disease Progression in Comparative Studies arxiv.org/abs/2411.08984 .ME

Parameter Inference via Differentiable Diffusion Bridge Importance Sampling arxiv.org/abs/2411.08993 .ML .LG

Debiased machine learning for counterfactual survival functionals based on left-truncated right-censored data arxiv.org/abs/2411.09017 .ME .ST .TH

Modeling Joint Health Effects of Environmental Exposure Mixtures with Bayesian Additive Regression Trees arxiv.org/abs/2411.09025 .AP

Minimax Optimal Two-Sample Testing under Local Differential Privacy arxiv.org/abs/2411.09064 .ML .CR .LG

Predictive Modeling of Lower-Level English Club Soccer Using Crowd-Sourced Player Valuations arxiv.org/abs/2411.09085 .AP

On the Selection Stability of Stability Selection and Its Applications arxiv.org/abs/2411.09097 .ME .CO .ML

A Tale of Two Cities: Pessimism and Opportunism in Offline Dynamic Pricing arxiv.org/abs/2411.08126 .ML .LG

Probably approximately correct high-dimensional causal effect estimation given a valid adjustment set arxiv.org/abs/2411.08141 .ST .ML .TH

Targeted Maximum Likelihood Estimation for Integral Projection Models in Population Ecology arxiv.org/abs/2411.08150 .ME .AP .ML

What Representational Similarity Measures Imply about Decodable Information arxiv.org/abs/2411.08197 .ML .AI .LG

Consistent model selection for estimating functional interactions among stochastic neurons with variable-length memory arxiv.org/abs/2411.08205 .AP

Optimal individualized treatment regimes for survival data with competing risks arxiv.org/abs/2411.08315 .ME

Quantifying Knowledge Distillation Using Partial Information Decomposition arxiv.org/abs/2411.07483 .ML .IV .IT .CV .IT .LG

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