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15 Results
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Workshop
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Sat 6:30 |
Matthew Jagielski and Katja Filippova (Google Deepmind), Machine Unlearning Matthew Jagielski · Katja Filippova |
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Poster
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Thu 2:30 |
Verification of Machine Unlearning is Fragile Binchi Zhang · Zihan Chen · Cong Shen · Jundong Li |
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Workshop
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Alignment Calibration: Machine Unlearning for Contrastive Learning under Auditing Yihan Wang · Yiwei Lu · Guojun Zhang · Franziska Boenisch · Adam Dziedzic · Yaoliang Yu · Xiao-Shan Gao |
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Workshop
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Fast Machine Unlearning via Robust Training Youssef Allouah · Joshua Kazdan · Rachid Guerraoui · Sanmi Koyejo |
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Poster
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Thu 4:30 |
Towards Certified Unlearning for Deep Neural Networks Binchi Zhang · Yushun Dong · Tianhao Wang · Jundong Li |
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Poster
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Tue 2:30 |
One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment Chaochao Chen · Jiaming Zhang · Yuyuan Li · Zhongxuan Han |
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Workshop
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Machine Unlearning Fails to Remove Data Poisoning Attacks Martin Pawelczyk · Ayush Sekhari · Jimmy Di · Yiwei Lu · Gautam Kamath · Seth Neel |
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Workshop
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Robust Knowledge Unlearning via Mechanistic Localizations Phillip Guo · Aaquib Syed · Abhay Sheshadri · Aidan Ewart · Gintare Karolina Dziugaite |
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Workshop
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ECO: Efficient Computational Optimization for Exact Machine Unlearning in Deep Neural Networks Yu-Ting Huang · Pei-Yuan Wu · Chuan-Ju Wang |
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Workshop
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MUSE: Machine Unlearning Six-Way Evaluation for Language Models Weijia Shi · Jaechan Lee · Yangsibo Huang · Sadhika Malladi · Jieyu Zhao · Ari Holtzman · Daogao Liu · Luke Zettlemoyer · Noah Smith · Chiyuan Zhang |
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Workshop
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Machine Unlearning via Simulated Oracle Matching Shivam Garg · Kristian Georgiev · Andrew Ilyas · Sung Min (Sam) Park · Roy Rinberg · Aleksander Madry · Seth Neel |
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Poster
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Tue 2:30 |
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders Yi Yu · Yufei Wang · Song Xia · Wenhan Yang · Shijian Lu · Yap-peng Tan · Alex Kot |