Xiaojin Zhu

University of Wisconsin–Madison

Papers

4

Total Citations

503

H-Index

3

About

No biography available yet.

Research Focus

Artificial intelligence4 · 503 citations
Computer science4 · 503 citations
Engineering3 · 497 citations
Machine learning2 · 374 citations
Intersection (aeronautics)1 · 368 citations
Set (abstract data type)1 · 368 citations
Logistic regression1 · 368 citations
Bilevel optimization1 · 368 citations
Algorithm1 · 368 citations
Function (biology)1 · 368 citations
Optimization problem1 · 368 citations
Support vector machine1 · 368 citations

Key Achievements

3
H-Index
4
Papers
503
Total Citations
126
Avg Citations/Paper
🏆 Most Cited Paper
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners
368 citations · 2015
📈 Most Prolific Year: 2015 (1 Papers)
🤝 Key Collaborators: 11
🏛 Institutions: University of Wisconsin–Madison

Top Papers

  1. 1
    Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners
    368 citations · 2015
  2. 2
    How Do Humans Teach: On Curriculum Learning and Teaching Dimension
    126 citations · 2011
  3. 3
    Model, Data and Reward Repair: Trusted Machine Learning for Markov Decision Processes
    6 citations · 2018
  4. 4
    The Sample Complexity of Teaching by Reinforcement on Q-Learning
    3 citations · 2021

Key Collaborators

XZXuezhou Zhang1 shared papersSGShalini Ghosh1 shared papersATAshish Tiwari1 shared papersASAdish Singla1 shared papersPLPatrick Lincoln1 shared papersSMShike Mei1 shared papersYMYuzhe Ma1 shared papersFSFaisal Shah Khan1 shared papersBMBilge Mutlu1 shared papersSJSusmit Jha1 shared papersSBShubham Bharti1 shared papers
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