1 citations · 1 across the 4 of their papers we have counts for
4 papers
Short-lived High-volume Multi-A(rmed)/B(andits) Testing
Su Jia, Andrew Li, R. Ravi +3
Modern platforms leverage randomized experiments to make informed decisions from a given set of items (``treatments''). As a particularly challenging scenario, these items may (i)…
Markdown Pricing Under an Unknown Parametric Demand Model
Su Jia, Andrew Li, R. Ravi
Consider a single-product revenue-maximization problem where the seller monotonically decreases the price in rounds with an unknown demand model coming from a given family. Wit…
Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes
Su Jia, Fatemeh Navidi, Viswanath Nagarajan +1
In pool-based active learning, the learner is given an unlabeled data set and aims to efficiently learn the unknown hypothesis by querying the labels of the data points. This can b…
Greedy Approximation Algorithms for Active Sequential Hypothesis Testing
Kyra Gan, Su Jia, Andrew Li
In the problem of active sequential hypothesis testing (ASHT), a learner seeks to identify the true hypothesis from among a known set of hypotheses. The learner is given a set of a…