activity
20182023
most citedHetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism

41 citations · 57 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

Policy Dispersion in Non-Markovian Environment

Bohao Qu, Xiaofeng Cao, Jielong Yang +4

Markov Decision Process (MDP) presents a mathematical framework to formulate the learning processes of agents in reinforcement learning. MDP is limited by the Markovian assumption…

cs.LG2018★ 16 cited

Interpreting Deep Classifier by Visual Distillation of Dark Knowledge

Kai Xu, Dae Hoon Park, Chang Yi +1

Interpreting black box classifiers, such as deep networks, allows an analyst to validate a classifier before it is deployed in a high-stakes setting. A natural idea is to visualize…