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Workshop
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Towards characterizing the value of edge embeddings in Graph Neural Networks
Dhruv Rohatgi · Tanya Marwah · Zachary Lipton · Jianfeng Lu · Ankur Moitra · Andrej Risteski
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Workshop
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Adversarial Attacks as Near-Zero Eigenvalues in the Empirical Kernel of Neural Networks
Ouns El Harzli · Bernardo Grau
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Poster
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Thu 11:00
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Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
Anlan Yu · Shusen Jing · Ning Lyu · Wujie Wen · Zhiyuan Yan
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Workshop
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Learning From Convolution-based Unlearnable Datasets
Dohyun Kim · Pedro Sandoval-Segura
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Workshop
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Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks
Ouns El Harzli · Bernardo Grau
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Poster
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Fri 11:00
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Dense Associative Memory Through the Lens of Random Features
Benjamin Hoover · Duen Horng Chau · Hendrik Strobelt · Parikshit Ram · Dmitry Krotov
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Workshop
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Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Lukas Gosch · Mahalakshmi Sabanayagam · Debarghya Ghoshdastidar · Stephan Günnemann
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