Deep Neural Network Benchmarks for Selective Classificationby Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore RuggieriFirst…
Falcon: Fair Active Learning using Multi-armed Banditsby Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin…
The Distributional Uncertainty of the SHAP score in Explainable Machine Learningby Santiago Cifuentes, Leopoldo Bertossi,…
On the Utility of Probing Trajectories for Algorithm-Selectionby Quentin Renau, Emma HartFirst submitted to arxiv…
MORPH: Towards Automated Concept Drift Adaptation for Malware Detectionby Md Tanvirul Alam, Romy Fieblinger, Ashim…
Bayesian identification of nonseparable Hamiltonians with multiplicative noise using deep learning and reduced-order modelingby Nicholas…
Adiabatic Quantum Support Vector Machinesby Prasanna Date, Dong Jun Woun, Kathleen Hamilton, Eduardo A. Coello…
On the Stochastic (Variance-Reduced) Proximal Gradient Method for Regularized Expected Reward Optimizationby Ling Liang, Haizhao…
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreementsby Jiahui Zhao,…
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedureby T. Tony Cai, Hongming…