Search Results - "Jordan, I."

Machine learning: Trends, perspectives, and prospects by Jordan, M. I., Mitchell, T. M.

“…Machine learning addresses the question of how to build computers that improve automatically through experience. It is one of today's most rapidly growing…”
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A variational perspective on accelerated methods in optimization by Wibisono, Andre, Wilson, Ashia C., Jordan, Michael I.

“…Accelerated gradient methods play a central role in optimization, achieving optimal rates in many settings. Although many generalizations and extensions of…”
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Minimax Optimal Procedures for Locally Private Estimation by Duchi, John C., Jordan, Michael I., Wainwright, Martin J.

“…Working under a model of privacy in which data remain private even from the statistician, we study the tradeoff between privacy guarantees and the risk of the…”
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Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization by XuanLong Nguyen, Wainwright, Martin J, Jordan, M I

“…We develop and analyze M -estimation methods for divergence functionals and the likelihood ratios of two probability distributions. Our method is based on a…”
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Global distribution, trends, and drivers of flash drought occurrence by Christian, Jordan I., Basara, Jeffrey B., Hunt, Eric D., Otkin, Jason A., Furtado, Jason C., Mishra, Vimal, Xiao, Xiangming, Randall, Robb M.

“…Flash drought is characterized by a period of rapid drought intensification with impacts on agriculture, water resources, ecosystems, and the human…”
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Skilful nowcasting of extreme precipitation with NowcastNet by Zhang, Yuchen, Long, Mingsheng, Chen, Kaiyuan, Xing, Lanxiang, Jin, Ronghua, Jordan, Michael I., Wang, Jianmin

“…Extreme precipitation is a considerable contributor to meteorological disasters and there is a great need to mitigate its socioeconomic effects through skilful…”
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Paying for Legitimacy: Autocracy, Nonmarket Strategy, and the Liability of Foreignness by Kim, Jin Hyung, Siegel, Jordan I.

“…Although the liability of foreignness has been shown to present real economic barriers for foreign firms in various contexts around the globe, scholars…”
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stringMLST: a fast k-mer based tool for multilocus sequence typing by Gupta, Anuj, Jordan, I King, Rishishwar, Lavanya

“…Rapid and accurate identification of the sequence type (ST) of bacterial pathogens is critical for epidemiological surveillance and outbreak control. Cheaper…”
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Threat of falling high status and corporate bribery: Evidence from the revealed accounting records of two South Korean presidents by Jeong, Yujin, Siegel, Jordan I.

“…Research Summary: Social status and its dynamics may be an important predictor of which firms will engage in large-scale bribery. Prior theory is incomplete,…”
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Implications of human evolution and admixture for mitochondrial replacement therapy by Rishishwar, Lavanya, Jordan, I King

“…Mitochondrial replacement (MR) therapy is a new assisted reproductive technology that allows women with mitochondrial disorders to give birth to healthy…”
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HopSkipJumpAttack: A Query-Efficient Decision-Based Attack by Chen, Jianbo, Jordan, Michael I., Wainwright, Martin J.

“…The goal of a decision-based adversarial attack on a trained model is to generate adversarial examples based solely on observing output labels returned by the…”
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Computational and statistical tradeoffs via convex relaxation by Chandrasekaran, Venkat, Jordan, Michael I

“…Modern massive datasets create a fundamental problem at the intersection of the computational and statistical sciences: how to provide guarantees on the…”
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Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models by Xu, Chenling, Lopez, Romain, Mehlman, Edouard, Regier, Jeffrey, Jordan, Michael I, Yosef, Nir

“…As the number of single‐cell transcriptomics datasets grows, the natural next step is to integrate the accumulating data to achieve a common ontology of cell…”
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A family of human microRNA genes from miniature inverted-repeat transposable elements by Piriyapongsa, Jittima, Jordan, I King

“…While hundreds of novel microRNA (miRNA) genes have been discovered in the last few years alone, the origin and evolution of these non-coding regulatory…”
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Understanding the acceleration phenomenon via high-resolution differential equations by Shi, Bin, Du, Simon S., Jordan, Michael I., Su, Weijie J.

“…Gradient-based optimization algorithms can be studied from the perspective of limiting ordinary differential equations (ODEs). Motivated by the fact that…”
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Covalent Ligand Screening Uncovers a RNF4 E3 Ligase Recruiter for Targeted Protein Degradation Applications by Ward, Carl C, Kleinman, Jordan I, Brittain, Scott M, Lee, Patrick S, Chung, Clive Yik Sham, Kim, Kenneth, Petri, Yana, Thomas, Jason R, Tallarico, John A, McKenna, Jeffrey M, Schirle, Markus, Nomura, Daniel K

“…Targeted protein degradation has arisen as a powerful strategy for drug discovery allowing the targeting of undruggable proteins for proteasomal degradation…”
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Genetic ancestry, admixture and health determinants in Latin America by Norris, Emily T, Wang, Lu, Conley, Andrew B, Rishishwar, Lavanya, Mariño-Ramírez, Leonardo, Valderrama-Aguirre, Augusto, Jordan, I King

“…Modern Latin American populations were formed via genetic admixture among ancestral source populations from Africa, the Americas and Europe. We are interested…”
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Native American admixture recapitulates population-specific migration and settlement of the continental United States by Jordan, I King, Rishishwar, Lavanya, Conley, Andrew B

“…European and African descendants settled the continental US during the 17th-19th centuries, coming into contact with established Native American populations…”
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Benchmarking computational tools for polymorphic transposable element detection by Rishishwar, Lavanya, Mariño-Ramírez, Leonardo, Jordan, I King

“…Abstract Transposable elements (TEs) are an important source of human genetic variation with demonstrable effects on phenotype. Recently, a number of…”
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Flash drought development and cascading impacts associated with the 2010 Russian heatwave by Christian, Jordan I, Basara, Jeffrey B, Hunt, Eric D, Otkin, Jason A, Xiao, Xiangming

“…The 2010 western Russian heatwave was characterized by historically high surface temperatures that led to devastating impacts on the environment, economy, and…”
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