4 citations · 11 across the 4 of their papers we have counts for
4 papers
A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits
Liu Leqi, Giulio Zhou, Fatma Kılınç-Karzan +2
Personalized recommender systems suffuse modern life, shaping what media we read and what products we consume. Algorithms powering such systems tend to consist of supervised learni…
Implicit regularity and linear convergence rates for the generalized trust-region subproblem
Alex L. Wang, Yunlei Lu, Fatma Kilinc-Karzan
In this paper we develop efficient first-order algorithms for the generalized trust-region subproblem (GTRS), which has applications in signal processing, compressed sensing, and e…
On Minimal Valid Inequalities for Mixed Integer Conic Programs
Fatma Kılınç-Karzan
We study disjunctive conic sets involving a general regular (closed, convex, full dimensional, and pointed) cone K such as the nonnegative orthant, the Lorentz cone or the positive…
Two-Term Disjunctions on the Second-Order Cone
Fatma Kilinc-Karzan, Sercan Yildiz
Balas introduced disjunctive cuts in the 1970s for mixed-integer linear programs. Several recent papers have attempted to extend this work to mixed-integer conic programs. In this…