| An Adaptive Empirical Bayesian Method for Sparse Deep Learning | Wei Deng · Xiao Zhang · Faming Liang · Guang Lin |
| AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters | XIA XIAO · Zigeng Wang · Sanguthevar Rajasekaran |
| Constraint-based Causal Structure Learning with Consistent Separating Sets | Honghao Li · Vincent Cabeli · Nadir Sella · Herve Isambert |
| Fast structure learning with modular regularization | Greg Ver Steeg · Hrayr Harutyunyan · Daniel Moyer · Aram Galstyan |
| Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer | Zhiyong Yang · Qianqian Xu · Yangbangyan Jiang · Xiaochun Cao · Qingming Huang |
| Learning Erdos-Renyi Random Graphs via Edge Detecting Queries | Zihan Li · Matthias Fresacher · Jonathan Scarlett |
| Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions | Chris Russell · Matteo Toso · Neill Campbell |