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Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning.

, , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 3090-3122. PMLR, (2022)

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BARACK: Partially Supervised Group Robustness With Guarantees, , , , , , and . arXiv preprint arXiv:2201.00072, (2021)Ivy: Instrumental Variable Synthesis for Causal Inference., , , , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 398-410. PMLR, (2020)Accelerated Stochastic Power Iteration., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 58-67. PMLR, (2018)Inferring Generative Model Structure with Static Analysis, , , , , , and . Advances in neural information processing systems, page 240--250. (2017)Low-Precision Random Fourier Features for Memory-Constrained Kernel Approximation., , , and . CoRR, (2018)Towards a unified architecture for in-RDBMS analytics., , , and . SIGMOD Conference, page 325-336. ACM, (2012)Assessing Robustness to Noise: Low-Cost Head CT Triage., , , , , , and . CoRR, (2020)Towards Instance Optimal Join Algorithms for Data in Indexes, , , and . CoRR, (2013)Probabilistic Databases, , , and . Synthesis Lectures on Data Management Morgan & Claypool, San Rafael, CA, (2011)DeepDive: Declarative Knowledge Base Construction, , , , , , , and . Communications of the ACM, 60 (5): 93--102 (May 2017)