SpanSeq: Similarity-based sequence data splitting method for improved development and assessment of deep learning projectsby…
Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offsby Anika Hannemann, Jan Ewald, Leo…
A hierarchical decomposition for explaining ML performance discrepanciesby Jean Feng, Harvineet Singh, Fan Xia, Adarsh…
High-arity PAC learning via exchangeabilityby Leonardo N. Coregliano, Maryanthe MalliarisFirst submitted to arxiv on: 22…
HyperFast: Instant Classification for Tabular Databy David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G.…
From Large to Small Datasets: Size Generalization for Clustering Algorithm Selectionby Vaggos Chatziafratis, Ishani Karmarkar,…
Dependable Distributed Training of Compressed Machine Learning Modelsby Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato,…
Securing Transactions: A Hybrid Dependable Ensemble Machine Learning Model using IHT-LR and Grid Searchby Md.…
Efficient Normalized Conformal Prediction and Uncertainty Quantification for Anti-Cancer Drug Sensitivity Prediction with Deep Regression…
Multiply Robust Estimation for Local Distribution Shifts with Multiple Domainsby Steven Wilkins-Reeves, Xu Chen, Qi…