81 citations · 139 across the 24 of their papers we have counts for
7 papers
A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing
Xin Wang, Hong Shen
Coflow is a recently proposed networking abstraction to help improve the communication performance of data-parallel computing jobs. In multi-stage jobs, each job consists of multip…
Stochastic Actor-Executor-Critic for Image-to-Image Translation
Ziwei Luo, Jing Hu, Xin Wang +5
Training a model-free deep reinforcement learning model to solve image-to-image translation is difficult since it involves high-dimensional continuous state and action spaces. In t…
Hybrid subconvexity bounds for twists of -functions
Xin Wang, Tengyou Zhu
Let be a Hecke-Maass cusp form and a primitive Dirichlet character of prime power conductor with prime. In this paper we will prove…
On Optimal Service Differentiation in Congested Network Markets
Mao Zou, Richard T. B. Ma, Xin Wang +1
As Internet applications have become more diverse in recent years, users having heavy demand for online video services are more willing to pay higher prices for better services tha…
Clipper: A Low-Latency Online Prediction Serving System
Daniel Crankshaw, Xin Wang, Giulio Zhou +3
Machine learning is being deployed in a growing number of applications which demand real-time, accurate, and robust predictions under heavy query load. However, most machine learni…
On Multiplicative Multitask Feature Learning
Xin Wang, Jinbo Bi, Shipeng Yu +1
We investigate a general framework of multiplicative multitask feature learning which decomposes each task's model parameters into a multiplication of two components. One of the co…