Maryam Mirzakhani

The work of Maryam Mirzakhani 18

Maryam Mirzakhani has been awarded the Fields Medal for her outstanding work on the dynamics and geometry of Riemann surfaces and their moduli spaces.

Maryam Heydari

Researchers have shown that skilled readers use variety of strategies to comprehend written texts (Stanovich, 2000; Sweet & Snow, 2003). Hence many readers are not aware of reading strategies; there is a need of explicit teaching instruction to develop those strategies. In fact, in most English reading classes there is absence of teaching comprehension strategies to readers, the strategy usuall...

Eblen Maryam Kamvar Seton Marshall

PROFESSOR MARYAM SHOKRI

Prof. Maryam Shokri was born in 1950, in Sari city, Iran, where she got her diploma certificate. She received her B.Sc. degree in Natural Resources from Tehran University during 1969 to 1973. She employed the Environmental Organisation as teacher in High School in Environment during 1973-1975. She received a scholarship position from the Buali Sina University to finish her M.Sc. degree from Mon...

Theoretical insights into the optimization landscape of over-parameterized shallow neural networks

In this paper we study the problem of learning a shallow artificial neural network that best fits a training data set. We study this problem in the over-parameterized regime where the number of observations are fewer than the number of parameters in the model. We show that with quadratic activations the optimization landscape of training such shallow neural networks has certain favorable charac...