SGD: Duchi, J. C., Bartlett, P. L., & Wainwright, M. J. (2012). > Randomized smoothing for stochastic optimization. SIOPT, 22(2), > 674-701. > http://epubs.siam.org/doi/abs/10.1137/110831659 >
Several streaming inference papers from this past NIPS
Machine learning
Taskar stuff with DPPs
Neural networks
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe, Christian Szegedy http://arxiv.org/abs/1502.03167