|
Poster
|
Thu 10:30 |
Optimization and Adaptive Generalization of Three layer Neural Networks Khashayar Gatmiry · Stefanie Jegelka · Jonathan Kelner |
|
|
Poster
|
Tue 18:30 |
Optimal Representations for Covariate Shift Yangjun Ruan · Yann Dubois · Chris Maddison |
|
|
Poster
|
Wed 10:30 |
Learning Distributionally Robust Models at Scale via Composite Optimization Farzin Haddadpour · Mohammad Mahdi Kamani · Mehrdad Mahdavi · Amin Karbasi |
|
|
Spotlight
|
Wed 18:30 |
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective Yimeng Zhang · Yuguang Yao · Jinghan Jia · Jinfeng Yi · Mingyi Hong · Shiyu Chang · Sijia Liu |
|
|
Poster
|
Thu 2:30 |
Counterfactual Plans under Distributional Ambiguity Ngoc Bui · Duy Nguyen · Viet Anh Nguyen |
|
|
Poster
|
Mon 18:30 |
Focus on the Common Good: Group Distributional Robustness Follows Vihari Piratla · Praneeth Netrapalli · Sunita Sarawagi |
|
|
Poster
|
Wed 18:30 |
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective Yimeng Zhang · Yuguang Yao · Jinghan Jia · Jinfeng Yi · Mingyi Hong · Shiyu Chang · Sijia Liu |
|
|
Poster
|
Wed 2:30 |
Distributionally Robust Fair Principal Components via Geodesic Descents Hieu Vu · Toan Tran · Man-Chung Yue · Viet Anh Nguyen |
|
|
Poster
|
Mon 18:30 |
On Robust Prefix-Tuning for Text Classification Zonghan Yang · Yang Liu |
|
|
Poster
|
Tue 2:30 |
Distributionally Robust Models with Parametric Likelihood Ratios Paul Michel · Tatsunori Hashimoto · Graham Neubig |