Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypesby…
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learningby Xiwen Chen, Peijie…
Stability Evaluation via Distributional Perturbation Analysisby Jose Blanchet, Peng Cui, Jiajin Li, Jiashuo LiuFirst submitted…
On the Tractability of SHAP Explanations under Markovian Distributionsby Reda Marzouk, Colin de La HigueraFirst…
Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solvingby Sohei Arisaka, Qianxiao LiFirst submitted to arxiv…
A View on Out-of-Distribution Identification from a Statistical Testing Theory Perspectiveby Alberto Caron, Chris Hicks,…
Convolutional Learning on Directed Acyclic Graphsby Samuel Rey, Hamed Ajorlou, Gonzalo MateosFirst submitted to arxiv…
Tree-based Ensemble Learning for Out-of-distribution Detectionby Zhaiming Shen, Menglun Wang, Guang Cheng, Ming-Jun Lai, Lin…
PhilHumans: Benchmarking Machine Learning for Personal Healthby Vadim Liventsev, Vivek Kumar, Allmin Pradhap Singh Susaiyah,…
Is Flash Attention Stable?by Alicia Golden, Samuel Hsia, Fei Sun, Bilge Acun, Basil Hosmer, Yejin…