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Workshop
Rule-Enhanced Graph Learning
Ali · Abdolreza Mirzaei · Majjid Farhadi · Parmis Naddaf · Kiarash Zahirnia · Mohammad Salameh · Kevin Cannons · Richard Mar · Mingyi Wu · Oliver Schulte
Oral
Wed 7:45 Trained Random Forests Completely Reveal your Dataset
Julien Ferry · Ricardo Fukasawa · Timothée Pascal · Thibaut Vidal
Poster
Thu 2:30 Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning
Saber Malekmohammadi · Yaoliang Yu · YANG CAO
Poster
Tue 4:30 Automated Statistical Model Discovery with Language Models
Michael Li · Emily Fox · Noah Goodman
Poster
Wed 4:30 The Fundamental Limits of Least-Privilege Learning
Theresa Stadler · Bogdan Kulynych · Michael Gastpar · Nicolas Papernot · Carmela Troncoso
Poster
Wed 4:30 Low-Cost High-Power Membership Inference Attacks
Sajjad Zarifzadeh · Philippe Liu · Reza Shokri
Oral
Thu 8:00 Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning
Chendi Wang · Yuqing Zhu · Weijie Su · Yu-Xiang Wang
Poster
Wed 4:30 Neural-Kernel Conditional Mean Embeddings
Eiki Shimizu · Kenji Fukumizu · Dino Sejdinovic
Oral
Wed 1:30 Active Statistical Inference
Tijana Zrnic · Emmanuel J Candes
Expo Talk Panel
Merging Statistical, Causal, and Generative AI Techniques for Application Performance Monitoring
Shiva Kasiviswanathan
Expo Talk Panel
Sun 7:00 Merging Statistical, Causal, and Generative AI Techniques for Application Performance Monitoring
Shiva Kasiviswanathan
Poster
Wed 4:30 Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
Ziqing Fan · Shengchao Hu · Jiangchao Yao · Gang Niu · Ya Zhang · Masashi Sugiyama · Yanfeng Wang