Europe
Bayesian Alignments of Warped Multi-Output Gaussian Processes
Markus Kaiser, Clemens Otte, Thomas Runkler, Carl Henrik Ek
Neural Information Processing Systems http://nips.cc/
Alternating Mirror Descent for Constrained Min-Max Games
Notef = andg = are functions. Theorem 4.4 withrespecttok k1-norm; see Example A.3 in Section A.2.1.
ARegret-VarianceTrade-OffinOnlineLearning
Building on this result, we show several examples of how variance of predictions can be exploited in learning.
Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates
Adil SALIM, Dmitry Koralev, Peter Richtarik
Neural Information Processing Systems http://nips.cc/
Sanity Checks for Saliency Maps
Julius Adebayo, Justin Gilmer, Michael Muelly, Ian Goodfellow, Moritz Hardt, Been Kim
Through extensive experiments we show that some existing saliency methods are independent both of the model and of the data generating process.
