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28 Results
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Poster
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Thu 16:30 |
Conformal Prediction Sets for Graph Neural Networks Soroush H. Zargarbashi · Simone Antonelli · Aleksandar Bojchevski |
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Workshop
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When Can Linear Learners be Robust to Indiscriminate Poisoning Attacks? Fnu Suya · Xiao Zhang · Yuan Tian · David Evans |
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Workshop
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Learning Independent Causal Mechanisms Sarah Mameche · David Kaltenpoth · Jilles Vreeken |
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Poster
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Thu 16:30 |
Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression Zhuoran Liu · Zhengyu Zhao · Martha Larson |
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Poster
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Tue 17:00 |
Generated Graph Detection Yihan Ma · Zhikun Zhang · Ning Yu · Xinlei He · Michael Backes · Yun Shen · Yang Zhang |
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Poster
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Thu 16:30 |
Why Random Pruning Is All We Need to Start Sparse Advait Gadhikar · Sohom Mukherjee · Rebekka Burkholz |
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Workshop
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Provably Robust Cost-Sensitive Learning via Randomized Smoothing Yuan Xin · Michael Backes · Xiao Zhang |
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Poster
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Tue 17:00 |
Data Poisoning Attacks Against Multimodal Encoders Ziqing Yang · Xinlei He · Zheng Li · Michael Backes · Mathias Humbert · Pascal Berrang · Yang Zhang |
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Workshop
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MargCTGAN: A Marginally'' Better CTGAN for the Low Sample Regime Tejumade Afonja · Dingfan Chen · Mario Fritz |
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Poster
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Thu 13:30 |
On the Relationship Between Explanation and Prediction: A Causal View Amir-Hossein Karimi · Krikamol Muandet · Simon Kornblith · Bernhard Schölkopf · Been Kim |
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Poster
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Thu 13:30 |
Special Properties of Gradient Descent with Large Learning Rates Amirkeivan Mohtashami · Martin Jaggi · Sebastian Stich |
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Workshop
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Towards a Theoretical and Practical Understanding of One-Shot Federated Learning with Fisher Information Divyansh Jhunjhunwala · Shiqiang Wang · Gauri Joshi |