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43 Results
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Poster
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Wed 17:00 |
Optimal Shrinkage for Distributed Second-Order Optimization Fangzhao Zhang · Mert Pilanci |
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Poster
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Wed 14:00 |
LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control Xujie Song · Jingliang Duan · Wenxuan Wang · Shengbo Li · Chen Chen · Bo Cheng · Bo Zhang · Junqing Wei · Xiaoming (Simon) Wang |
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Workshop
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RODEO: Robust Out-of-distribution Detection via Exposing Adaptive Outliers Hossein Mirzaei · Mohammad Jafari · Hamid Reza Dehbashi · Ali Ansari · Sepehr Ghobadi · Masoud Hadi · Arshia Soltani Moakhar · Mohammad Azizmalayeri · Mahdieh Soleymani Baghshah · Mohammad H Rohban |
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Workshop
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Robust Deep Learning via Layerwise Tilted Exponentials Bhagyashree Puranik · Ahmad Beirami · Yao Qin · Upamanyu Madhow |
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Workshop
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Towards Out-of-Distribution Adversarial Robustness Adam Ibrahim · Charles Guille-Escuret · Ioannis Mitliagkas · Irina Rish · David Krueger · Pouya Bashivan |
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Workshop
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CertViT: Certified Robustness of Pre-Trained Vision Transformers |
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Poster
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Tue 17:00 |
Bilevel Optimization with Coupled Decision-Dependent Distributions Songtao Lu |
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Poster
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Tue 17:00 |
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift Yijun Dong · Yuege Xie · Rachel Ward |
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Workshop
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CertViT: Certified Robustness of Pre-Trained Vision Transformers Kavya Gupta · Sagar Verma |
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Poster
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Tue 14:00 |
Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator Sicheng Zhu · Bang An · Furong Huang · Sanghyun Hong |
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Workshop
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Kernel Mirror Prox and RKHS Gradient Flow for Mixed Functional Nash Equilibrium Pavel Dvurechenskii · Jia-Jie Zhu |
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Workshop
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Characterizing the Optimal Loss for Multi-class Classification with a Test-time Attacker Sophie Dai · Wenxin Ding · Arjun Nitin Bhagoji · Daniel Cullina · Ben Zhao · Heather Zheng · Prateek Mittal |