38 citations · 133 across the 25 of their papers we have counts for
3 papers · 1 filter
Multi-Dueling Bandits and Their Application to Online Ranker Evaluation
Brian Brost, Yevgeny Seldin, Ingemar J. Cox +1
New ranking algorithms are continually being developed and refined, necessitating the development of efficient methods for evaluating these rankers. Online ranker evaluation focuse…
An Improved Multileaving Algorithm for Online Ranker Evaluation
Brian Brost, Ingemar J. Cox, Yevgeny Seldin +1
Online ranker evaluation is a key challenge in information retrieval. An important task in the online evaluation of rankers is using implicit user feedback for inferring preference…
A Strongly Quasiconvex PAC-Bayesian Bound
Niklas Thiemann, Christian Igel, Olivier Wintenberger +1
We propose a new PAC-Bayesian bound and a way of constructing a hypothesis space, so that the bound is convex in the posterior distribution and also convex in a trade-off parameter…