Deep Learning
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data Ziqing Fan
However, they cause another problem: space waste for personal tasks.
Sequence-to-Segment Networks for Segment Detection
Zijun Wei, Boyu Wang, Minh Hoai Nguyen, Jianming Zhang, Zhe Lin, Xiaohui Shen, Radomir Mech, Dimitris Samaras
Neural Information Processing Systems http://nips.cc/
Posterior Concentration for Sparse Deep Learning
Veronika Rockova, nicholas polson
Neural Information Processing Systems http://nips.cc/
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration
Meelis Kull, Miquel Perello Nieto, Markus Kängsepp, Telmo Silva Filho, Hao Song, Peter Flach
Neural Information Processing Systems http://nips.cc/
Efficient Meta Learning via Minibatch Proximal Update
Pan Zhou, Xiaotong Yuan, Huan Xu, Shuicheng Yan, Jiashi Feng
Neural Information Processing Systems http://nips.cc/
End to end learning and optimization on graphs
Bryan Wilder, Eric Ewing, Bistra Dilkina, Milind Tambe
Neural Information Processing Systems http://nips.cc/
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
This allows us to depict richer global behaviors of SAM.