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Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices.

, , , , and . NeurIPS, page 9392-9402. (2019)

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Accelerated Stochastic Power Iteration., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 58-67. PMLR, (2018)Assessing Robustness to Noise: Low-Cost Head CT Triage., , , , , , and . CoRR, (2020)Ivy: Instrumental Variable Synthesis for Causal Inference., , , , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 398-410. PMLR, (2020)BARACK: Partially Supervised Group Robustness With Guarantees, , , , , , and . arXiv preprint arXiv:2201.00072, (2021)Towards Instance Optimal Join Algorithms for Data in Indexes, , , and . CoRR, (2013)Inferring Generative Model Structure with Static Analysis, , , , , , and . Advances in neural information processing systems, page 240--250. (2017)Towards a unified architecture for in-RDBMS analytics., , , and . SIGMOD Conference, page 325-336. ACM, (2012)Weighted SGD for ℓp Regression with Randomized Preconditioning., , , and . SODA, page 558-569. SIAM, (2016)Robustness Gym: Unifying the NLP Evaluation Landscape., , , , , and . NAACL-HLT (Demonstrations), page 42-55. Association for Computational Linguistics, (2021)Evaluating Stream Filtering for Entity Profile Updates for TREC 2013., , , , , , , , and . TREC, volume 500-302 of NIST Special Publication, National Institute of Standards and Technology (NIST), (2013)