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13 Results
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Affinity Event
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Supporting Responsible Machine Learning by Improving Data Curation Eshta Bhardwaj · Christoph Becker |
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Poster
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Fri 11:00 |
Deep Support Vectors JunHoo Lee · Hyunho Lee · Kyomin Hwang · Nojun Kwak |
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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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Workshop
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TRIAGE: Ethical Benchmarking of AI Models Through Mass Casualty Simulations Nathalie Kirch · Konstantin Hebenstreit · Matthias Samwald |
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Poster
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Thu 11:00 |
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods Felix Dangel |
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Poster
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Wed 16:30 |
Uncovering Safety Risks of Large Language Models through Concept Activation Vector Zhihao Xu · Ruixuan HUANG · Changyu Chen · Xiting Wang |
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Poster
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Thu 16:30 |
-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise Jialiang Wang · Xiong Zhou · Deming Zhai · Junjun Jiang · Xiangyang Ji · Xianming Liu |
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Poster
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Thu 11:00 |
Learning Representations for Hierarchies with Minimal Support Benjamin Rozonoyer · Michael Boratko · Dhruvesh Patel · Wenlong Zhao · Shib Dasgupta · Hung Le · Andrew McCallum |
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Workshop
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Unlearning Tabular Data Without a "Forget Set'' Aviraj Newatia · Michael Cooper · Rahul Krishnan |
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Poster
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Wed 11:00 |
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets Eleni Straitouri · Suhas Thejaswi · Manuel Rodriguez |
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Poster
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Thu 11:00 |
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang · Chancharik Mitra · Leonid Karlinsky · Assaf Arbelle · Trevor Darrell · Roei Herzig |
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Poster
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Thu 11:00 |
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang · Paul Albert · Cristian Rodriguez-Opazo · Anton van den Hengel · Ehsan Abbasnejad |