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Poster
A Unified Model for Multi-class Anomaly Detection
Zhiyuan You · Lei Cui · Yujun Shen · Kai Yang · Xin Lu · Yu Zheng · Xinyi Le
Workshop
Lower Bounds on 0-1 Loss for Multi-class Classification with a Test-time Attacker
Sihui Dai · Wenxin Ding · Arjun Nitin Bhagoji · Daniel Cullina · Prateek Mittal · Ben Zhao
Workshop
Invariant Feature Subspace Recovery for Multi-Class Classification
Gargi Balasubramaniam · Haoxiang Wang · Han Zhao
Poster
Tue 14:00 Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou
Poster
Wed 9:00 Multi-Class H-Consistency Bounds
Pranjal Awasthi · Anqi Mao · Mehryar Mohri · Yutao Zhong
Poster
Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses
Yuzhou Cao · Tianchi Cai · Lei Feng · Lihong Gu · Jinjie GU · Bo An · Gang Niu · Masashi Sugiyama
Poster
Wed 14:00 Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
Wael Alghamdi · Hsiang Hsu · Haewon Jeong · Hao Wang · Peter Michalak · Shahab Asoodeh · Flavio Calmon
Poster
Thu 14:00 Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection
Shizhen Zhao · Xiaojuan Qi
Workshop
OOD Detection with Class Ratio Estimation
Mingtian Zhang · Andi Zhang · Tim Xiao · Yitong Sun · Steven McDonagh
Workshop
Neural Autoregressive Refinement for Self-Supervised Anomaly Detection in Accelerator Physics
Jiaxin Zhang
Workshop
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes
Sina Baharlouei · Fatemeh Sheikholeslami · Meisam Razaviyayn · J. Zico Kolter
Workshop
Exploiting Variable Correlation with Masked Modeling for Anomaly Detection in Time Series
Panagiotis Lymperopoulos · Yukun Li · Liping Liu