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112 Results
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Poster
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Tue 10:45 |
Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness Saeed Mahloujifar · Xiao Zhang · Mohammad Mahmoody · David Evans |
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Poster
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Tue 10:45 |
Certifiable Robustness to Graph Perturbations Aleksandar Bojchevski · Stephan Günnemann |
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Poster
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Thu 10:45 |
On Robustness to Adversarial Examples and Polynomial Optimization Pranjal Awasthi · Abhratanu Dutta · Aravindan Vijayaraghavan |
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Poster
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Thu 10:45 |
Provably robust boosted decision stumps and trees against adversarial attacks Maksym Andriushchenko · Matthias Hein |
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Poster
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Tue 10:45 |
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies Bao Wang · Zuoqiang Shi · Stanley Osher |
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Poster
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Thu 10:45 |
Functional Adversarial Attacks Cassidy Laidlaw · Soheil Feizi |
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Spotlight
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Thu 10:20 |
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers Hadi Salman · Jerry Li · Ilya Razenshteyn · Pengchuan Zhang · Huan Zhang · Sebastien Bubeck · Greg Yang |
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Poster
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Wed 17:00 |
Comparing Unsupervised Word Translation Methods Step by Step Mareike Hartmann · Yova Kementchedjhieva · Anders Søgaard |
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Poster
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Tue 10:45 |
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkäänniemi · Tero Karras · Samuli Laine · Jaakko Lehtinen · Timo Aila |
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Poster
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Thu 17:00 |
Defending Neural Backdoors via Generative Distribution Modeling Ximing Qiao · Yukun Yang · Hai Li |
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Poster
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Thu 17:00 |
Inherent Tradeoffs in Learning Fair Representations Han Zhao · Geoff Gordon |
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Poster
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Tue 10:45 |
Efficient online learning with kernels for adversarial large scale problems Rémi Jézéquel · Pierre Gaillard · Alessandro Rudi |