Ay, Nihat

6 publications

TMLR 2025 Convergence Properties of Natural Gradient Descent for Minimizing KL Divergence Adwait Datar, Nihat Ay

JMLR 2025 On the Natural Gradient of the Evidence Lower Bound Nihat Ay, Jesse van Oostrum, Adwait Datar

NeurIPSW 2020 Natural Reweighted Wake-Sleep Csongor Huba Varady, Riccardo Volpi, Luigi Malago, Nihat Ay

JMLR 2015 Geometry and Expressive Power of Conditional Restricted Boltzmann Machines Guido Montúfar, Nihat Ay, Keyan Ghazi-Zahedi

NeurIPS 2011 Expressive Power and Approximation Errors of Restricted Boltzmann Machines Guido F. Montufar, Johannes Rauh, Nihat Ay

NeCo 2002 Locality of Global Stochastic Interaction in Directed Acyclic Networks Nihat Ay