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Publication DateArticle TitleAuthor(s)
2020Verification of Recurrent Neural Networks for Cognitive Tasks via Reachability AnalysisZhang, Hongce; Shinn, Maxwell; Gupta, Aarti; Gurfinkel, Arie; Le, Nham; et al
2020Towards Unique and Informative Captioning of ImagesWang, Zeyu; Feng, Berthy; Narasimhan, Karthik; Russakovsky, Olga
2020SARS-CoV-2 receptor networks in diabetic and COVID-19–associated kidney diseaseMenon, Rajasree; Otto, Edgar A; Sealfon, Rachel; Nair, Viji; Wong, Aaron K; et al
2020Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind DeconvolutionMa, C; Wang, K; Chi, Y; Chen, Yuxin
2020Observation of spontaneous ferromagnetism in a two-dimensional electron systemHossain, MS; Ma, MK; Villegas Rosales, KA; Chung, YJ; Pfeiffer, LN; et al
2020Precise Experimental Test of the Luttinger Theorem and Particle-Hole Symmetry for a Strongly Correlated Fermionic SystemHossain, MS; Mueed, MA; Ma, MK; Villegas Rosales, KA; Chung, YJ; et al
2020Fluctuational electrodynamics in atomic and macroscopic systems: Van der Waals interactions and radiative heat transferVenkataram, PS; Hermann, J; Tkatchenko, A; Rodriguez, AW
2020ACE inhibition and cardiometabolic risk factors, lung ACE2 and TMPRSS2 gene expression, and plasma ACE2 levels: a Mendelian randomization studyGill, Dipender; Arvanitis, Marios; Carter, Paul; Hernández Cordero, Ana I; Jo, Brian; et al
2020A Unified Framework of Surrogate Loss by Refactoring and InterpolationLiu, Lanlan; Wang, Mingzhe; Deng, Jia
2020A Differentiable Perceptual Audio Metric Learned from Just Noticeable DifferencesManocha, Pranay; Finkelstein, Adam; Zhang, Richard; Bryan, Nicholas J; Mysore, Gautham J; et al
2020Automating Modular Verification of Secure Information FlowPick, Lauren; Fedyukovich, Grigory; Gupta, Aarti
2020Reconciling Modern Deep Learning with Traditional Optimization Analyses: The Intrinsic Learning RateLi, Zhiyuan; Lyu, Kaifeng; Arora, Sanjeev
2020Amortized Finite Element Analysis for Fast PDE-Constrained OptimizationXue, Tianju; Beatson, Alex; Adriaenssens, Sigrid; Adams, Ryan
2020Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of DimensionalityZhang, Yi; Plevrakis, Orestis; Du, Simon S; Li, Xingguo; Song, Zhao; et al
2020REVISE: A Tool for Measuring and Mitigating Bias in Visual DatasetsWang, Angelina; Narayanan, Arvind; Russakovsky, Olga
2020The Coin Problem with Applications to Data StreamsBraverman, Mark; Garg, Sumegha; Woodruff, David P
2020Gryff: Unifying Consensus and Shared RegistersBurke, Matthew; Cheng, Audrey; Lloyd, Wyatt
2020Affine Determinant Programs: A Framework for Obfuscation and Witness EncryptionBartusek, James; Ishai, Yuval; Jain, Aayush; Ma, Fermi; Sahai, Amit; et al
2020SpanBERT: Improving Pre-training by Representing and Predicting SpansJoshi, Mandar; Chen, Danqi; Liu, Yinhan; Weld, Daniel S; Zettlemoyer, Luke; et al
2020PackIt: A Virtual Environment for Geometric PlanningGoyal, Ankit; Deng, Jia