Search Results - "Qian, Sharon"

The transcription factor TFEB links mTORC1 signaling to transcriptional control of lysosome homeostasis by Roczniak-Ferguson, Agnes, Petit, Constance S, Froehlich, Florian, Qian, Sharon, Ky, Jennifer, Angarola, Brittany, Walther, Tobias C, Ferguson, Shawn M

“…Lysosomes are the major cellular site for clearance of defective organelles and digestion of internalized material. Demand on lysosomal capacity can vary…”
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Scalability and Performance of Intractable Optimization Problems in Machine Learning by Qian, Sharon

“…In this thesis, we study the scalability and performance of combinatorial optimization problems in machine learning. Paradigms such as feature selection, text…”
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Diversity, knowledge clusters, and job placement: Graduate economics teaching of core microeconomics by Campbell, Arthur, Feinstein, Jonathan S, Hong, Soonwook, Qian, Sharon, Williams, Trevor C

“…The authors present an empirical analysis of what is taught in core micro-economics at a set of top U.S. doctoral economics programs. Their aim is to evaluate…”
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Fast Parallel Algorithms for Statistical Subset Selection Problems by Qian, Sharon, Singer, Yaron

“…In this paper, we propose a new framework for designing fast parallel algorithms for fundamental statistical subset selection tasks that include feature…”
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Instance Specific Approximations for Submodular Maximization by Balkanski, Eric, Qian, Sharon, Singer, Yaron

“…For many optimization problems in machine learning, finding an optimal solution is computationally intractable and we seek algorithms that perform well in…”
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Robustness from Simple Classifiers by Qian, Sharon, Kalimeris, Dimitris, Kaplun, Gal, Singer, Yaron

“…Despite the vast success of Deep Neural Networks in numerous application domains, it has been shown that such models are not robust i.e., they are vulnerable…”
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Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias by Vig, Jesse, Gehrmann, Sebastian, Belinkov, Yonatan, Qian, Sharon, Nevo, Daniel, Sakenis, Simas, Huang, Jason, Singer, Yaron, Shieber, Stuart

“…Common methods for interpreting neural models in natural language processing typically examine either their structure or their behavior, but not both. We…”
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