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Poster
Mon 17:00 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks
Alexander Levine · Soheil Feizi
Spotlight
Mon 20:28 Fast Geometric Projections for Local Robustness Certification
Aymeric Fromherz · Klas Leino · Matt Fredrikson · Bryan Parno · Corina Pasareanu
Poster
Thu 17:00 Fast Geometric Projections for Local Robustness Certification
Aymeric Fromherz · Klas Leino · Matt Fredrikson · Bryan Parno · Corina Pasareanu
Poster
Thu 1:00 Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks
Jan Schuchardt · Aleksandar Bojchevski · Johannes Gasteiger · Stephan Günnemann
Poster
Tue 17:00 Learning Safe Multi-agent Control with Decentralized Neural Barrier Certificates
Zengyi Qin · Kaiqing Zhang · Yuxiao Chen · Jingkai Chen · Chuchu Fan