|
Workshop
|
Sat 8:30
|
Unbalanced Optimal Transport: Efficient solutions for outlier-robust machine learning (Laetitia Chapel)
|
|
|
Poster
|
Thu 15:00
|
Outlier-Robust Wasserstein DRO
Sloan Nietert · Ziv Goldfeld · Soroosh Shafiee
|
|
|
Poster
|
Tue 15:15
|
Outlier-Robust Gromov-Wasserstein for Graph Data
Lemin Kong · Jiajin Li · Jianheng Tang · Anthony Man-Cho So
|
|
|
Workshop
|
|
Outlier-Robust Group Inference via Gradient Space Clustering
Yuchen Zeng · Kristjan Greenewald · Luann Jung · Kangwook Lee · Justin Solomon · Mikhail Yurochkin
|
|
|
Workshop
|
|
Outlier-Robust Wasserstein DRO
Sloan Nietert · Ziv Goldfeld · Soroosh Shafiee
|
|
|
Workshop
|
|
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
Elan Rosenfeld · Andrej Risteski
|
|
|
Workshop
|
|
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
Elan Rosenfeld · Andrej Risteski
|
|
|
Workshop
|
|
Uncertainty-Aware Robust Learning on Noisy Graphs
Shuyi Chen · Kaize Ding · Shixiang Zhu
|
|
|
Workshop
|
|
Flow-Based High-Dimensionally Distributional Robust Optimization
Chen Xu · Jonghyeok Lee · Xiuyuan Cheng · Yao Xie
|
|
|
Workshop
|
|
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
Elan Rosenfeld · Andrej Risteski
|
|
|
Poster
|
Wed 8:45
|
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels
Wanxing Chang · Ye Shi · Jingya Wang
|
|
|
Poster
|
Tue 15:15
|
Understanding Contrastive Learning via Distributionally Robust Optimization
Junkang Wu · Jiawei Chen · Jiancan Wu · Wentao Shi · Xiang Wang · Xiangnan He
|
|
