arXiv Statistics @arxiv_stats@qoto.org

Bayesian Joint Modeling for Longitudinal Magnitude Data with Informative Dropout: an Application to Critical Care Data https://arxiv.org/abs/2405.19666 #stat.ME #stat.AP

Large Margin Discriminative Loss for Classification https://arxiv.org/abs/2405.18499 #stat.ML #cs.LG

Covariance Operator Estimation via Adaptive Thresholding https://arxiv.org/abs/2405.18562 #math.ST #math.PR #stat.TH

A Margin-based Multiclass Generalization Bound via Geometric Complexity https://arxiv.org/abs/2405.18590 #stat.ML #cs.LG

Causal inference in the closed-loop: marginal structural models for sequential excursion effects https://arxiv.org/abs/2405.18597 #stat.ME #stat.AP

From Conformal Predictions to Confidence Regions https://arxiv.org/abs/2405.18601 #stat.ML #stat.ME #cs.LG

Rejection via Learning Density Ratios https://arxiv.org/abs/2405.18686 #stat.ML #cs.LG

Adaptive and Efficient Learning with Blockwise Missing and Semi-Supervised Data https://arxiv.org/abs/2405.18722 #stat.ME

Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost https://arxiv.org/abs/2405.18795 #stat.ML #cs.LG

CHANI: Correlation-based Hawkes Aggregation of Neurons with bio-Inspiration https://arxiv.org/abs/2405.18828 #math.ST #stat.ML #stat.TH

Do Finetti: On Causal Effects for Exchangeable Data https://arxiv.org/abs/2405.18836 #stat.ME #cs.LG

Hamiltonian Mechanics of Feature Learning: Bottleneck Structure in Leaky ResNets https://arxiv.org/abs/2405.17573 #stat.ML #cs.AI #cs.LG

Individualized Dynamic Mediation Analysis Using Latent Factor Models https://arxiv.org/abs/2405.17591 #stat.ME

Structured Partial Stochasticity in Bayesian Neural Networks https://arxiv.org/abs/2405.17666 #stat.ML #cs.LG

Towards the use of multiple ROIs for radiomics-based survival modelling: finding a strategy of aggregating lesions https://arxiv.org/abs/2405.17668 #stat.AP

Bayesian Nonparametrics for Principal Stratification with Continuous Post-Treatment Variables https://arxiv.org/abs/2405.17669 #stat.ME #math.ST #stat.TH

ZIKQ: An innovative centile chart method for utilizing natural history data in rare disease clinical development https://arxiv.org/abs/2405.17684 #stat.ME #stat.AP

Tamed Langevin sampling under weaker conditions https://arxiv.org/abs/2405.17693 #stat.ML #math.NA #math.OC #math.PR #cs.LG #cs.NA

The Multiplex $p_2$ Model: Mixed-Effects Modeling for Multiplex Social Networks https://arxiv.org/abs/2405.17707 #stat.ME #stat.AP

Factor Augmented Matrix Regression https://arxiv.org/abs/2405.17744 #stat.ME