Europe
Hessian-based Analysis of Large Batch Training and Robustness to Adversaries
Zhewei Yao, Amir Gholami, Qi Lei, Kurt Keutzer, Michael W. Mahoney
Neural Information Processing Systems http://nips.cc/
DenoiseRep: DenoisingModelfor RepresentationLearning
Experimental results on various discriminative vision tasks, including re-identification (Market-1501, DukeMTMC-reID, MSMT17, CUHK-03,vehicleID),imageclassification(ImageNet,UB200,Oxford-Pet,Flowers), object detection (COCO), image segmentation (ADE20K) show stability and impressive improvements.
Nonparametric Bayesian Lomax delegate racing for survival analysis with competing risks
Neural Information Processing Systems http://nips.cc/
Random Feature Stein Discrepancies
Jonathan Huggins, Lester Mackey
Neural Information Processing Systems http://nips.cc/
Learning in Generalized Linear Contextual Bandits with Stochastic Delays
Zhengyuan Zhou, Renyuan Xu, Jose Blanchet
Assume Assumption 2. Denote G = q
Optimal Scalarizations for Sublinear Hypervolume Regret
To address this, some works have proposed piecewise linear scalar-izations inspired by economics [Busa-Fekete et al., 2017], while for multi-armed bandits, scalarized