Country
Robust Bi-Tempered Logistic Loss Based on Bregman Divergences
Ehsan Amid, Manfred K. K. Warmuth, Rohan Anil, Tomer Koren
Neural Information Processing Systems http://nips.cc/
Uniform Convergence of Gradients for Non-Convex Learning and Optimization
Dylan J. Foster, Ayush Sekhari, Karthik Sridharan
Neural Information Processing Systems http://nips.cc/
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression
Due to the non-convex nature of such joint estimators, the theoretical justification of their efficiency is typically challenging.
Sampling Networks and Aggregate Simulation for Online POMDP Planning
Hao(Jackson) Cui, Roni Khardon
The solution in [5,4]requires aone-pass forward computation of marginal probabilities.
Curvilinear Distance Metric Learning
Shuo Chen, Lei Luo, Jian Yang, Chen Gong, Jun Li, Heng Huang
Neural Information Processing Systems http://nips.cc/
Quadratic Decomposable Submodular Function Minimization
Pan Li, Niao He, Olgica Milenkovic
Neural Information Processing Systems http://nips.cc/
