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Feature Gradients: Scalable Feature Selection via Discrete Relaxation., and . CoRR, (2019)Gradient Flows in Dataset Space., and . CoRR, (2020)Considerations for data acquisition and modeling strategies: Mitosis detection in computational pathology., , , , , , , , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 1051-1066. PMLR, (2023)Initialization and Regularization of Factorized Neural Layers., , , and . ICLR, OpenReview.net, (2021)Dataset Dynamics via Gradient Flows in Probability Space., and . ICML, volume 139 of Proceedings of Machine Learning Research, page 219-230. PMLR, (2021)Model-specific Data Subsampling with Influence Functions., , , and . CoRR, (2020)Probabilistic Neural Architecture Search., , and . CoRR, (2019)Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach., , , and . CoRR, (2022)Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 9076-9093. PMLR, (2023)HANT: Hardware-Aware Network Transformation., , , , , and . CoRR, (2021)