3 papers
cs.GT2018
Tracing Equilibrium in Dynamic Markets via Distributed Adaptation
Yun Kuen Cheung, Martin Hoefer, Paresh Nakhe
Competitive equilibrium is a central concept in economics with numerous applications beyond markets, such as scheduling, fair allocation of goods, or bandwidth distribution in netw…
cs.LG2017
Trend Detection based Regret Minimization for Bandit Problems
Paresh Nakhe, Rebecca Reiffenhäuser
We study a variation of the classical multi-armed bandits problem. In this problem, the learner has to make a sequence of decisions, picking from a fixed set of choices. In each ro…
cs.LG2017
Dynamic Pricing in Competitive Markets
Paresh Nakhe
Dynamic pricing of goods in a competitive environment to maximize revenue is a natural objective and has been a subject of research over the years. In this paper, we focus on a cla…