no code implementations • NeurIPS 2018 • Georgios Theocharous, Zheng Wen, Yasin Abbasi, Nikos Vlassis
Our algorithm termed deterministic schedule PSRL (DS-PSRL) is efficient in terms of time, sample, and space complexity.
no code implementations • NeurIPS 2017 • Yasin Abbasi, Peter L. Bartlett, Victor Gabillon
We study minimax strategies for the online prediction problem with expert advice.
no code implementations • NeurIPS 2015 • Wouter M. Koolen, Alan Malek, Peter L. Bartlett, Yasin Abbasi
We consider an adversarial formulation of the problem ofpredicting a time series with square loss.
no code implementations • NeurIPS 2013 • Yasin Abbasi, Peter L. Bartlett, Varun Kanade, Yevgeny Seldin, Csaba Szepesvari
The goal of the learning algorithm is to choose a path that minimizes the loss while traversing from the start to finish node.