| Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components | Sascha Saralajew · Lars Holdijk · Maike Rees · Ebubekir Asan · Thomas Villmann |
| Multilabel reductions: what is my loss optimising? | Aditya Menon · Ankit Singh Rawat · Sashank Reddi · Sanjiv Kumar |
| Optimal Sparse Decision Trees | Xiyang Hu · Cynthia Rudin · Margo Seltzer |
| Data Cleansing for Models Trained with SGD | Satoshi Hara · Atsushi Nitanda · Takanori Maehara |
| L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise | Yilun Xu · Peng Cao · Yuqing Kong · Yizhou Wang |
| Copula Multi-label Learning | Weiwei Liu |
| Optimizing Generalized Rate Metrics with Three Players | Harikrishna Narasimhan · Andrew Cotter · Maya Gupta |