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160 Results
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Poster
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Wed 18:30 |
Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance Cong Xie · Sanmi Koyejo · Indranil Gupta |
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Poster
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Wed 18:30 |
Robust Learning from Untrusted Sources Nikola Konstantinov · Christoph H. Lampert |
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Poster
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Wed 18:30 |
Concentration Inequalities for Conditional Value at Risk Philip Thomas · Erik Learned-Miller |
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Poster
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Wed 18:30 |
Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding Muhammad Osama · Dave Zachariah · Thomas Schön |
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Poster
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Wed 18:30 |
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht · Rebecca Roelofs · Ludwig Schmidt · Vaishaal Shankar |
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Poster
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Wed 18:30 |
On discriminative learning of prediction uncertainty Vojtech Franc · Daniel Prusa |
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Poster
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Tue 18:30 |
Generalized No Free Lunch Theorem for Adversarial Robustness Elvis Dohmatob |
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Poster
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Thu 18:30 |
Fairness risk measures Robert C Williamson · Aditya Menon |
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Poster
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Thu 18:30 |
Robust Estimation of Tree Structured Gaussian Graphical Models Ashish Katiyar · Jessica Hoffmann · Constantine Caramanis |
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Poster
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Tue 18:30 |
Improving Model Selection by Employing the Test Data Max Westphal · Werner Brannath |
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Poster
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Wed 18:30 |
On the Convergence and Robustness of Adversarial Training Yisen Wang · Xingjun Ma · James Bailey · Jinfeng Yi · Bowen Zhou · Quanquan Gu |
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Poster
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Wed 18:30 |
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels Pengfei Chen · Ben Liao · Guangyong Chen · Shengyu Zhang |