5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Quantum Heavy-tailed Bandits
Yulian Wu, Chaowen Guan, Vaneet Aggarwal +1
In this paper, we study multi-armed bandits (MAB) and stochastic linear bandits (SLB) with heavy-tailed rewards and quantum reward oracle. Unlike the previous work on quantum bandi…
cs.LG2020
Estimating Stochastic Linear Combination of Non-linear Regressions Efficiently and Scalably
Di Wang, Xiangyu Guo, Chaowen Guan +2
Recently, many machine learning and statistical models such as non-linear regressions, the Single Index, Multi-index, Varying Coefficient Index Models and Two-layer Neural Networks…
cs.CC2019★ 5 cited
Stabilizer Circuits, Quadratic Forms, and Computing Matrix Rank
Chaowen Guan, Kenneth W. Regan
We show that a form of strong simulation for -qubit quantum stabilizer circuits is computable in time, where is the exponent of matrix multiplication. Solut…