3 papers
cs.LG2021
Bolstering Stochastic Gradient Descent with Model Building
S. Ilker Birbil, Ozgur Martin, Gonenc Onay +1
Stochastic gradient descent method and its variants constitute the core optimization algorithms that achieve good convergence rates for solving machine learning problems. These rat…
math.LO2017
Fields with automorphism and valuation
Özlem Beyarslan, Daniel Max Hoffmann, Gönenç Onay +1
Abraham Robinson's method for finding model completions is refined and and generalized for model companions and is applied to the theory of fields equipped with both a valuation an…
math.LO2013
Quantifier Elimination for Valued Fields Equipped with an Automorphism
Gönenç Onay, Salih Durhan
We provide axiomatization and relative quantifier elimination for valued fields equipped with an automorphism, in residue characteristic zero. Similar results are known under stron…