Shivani Agarwal

Associate Professor

Computer and Information Science

Office: Amy Gutmann Hall, 608A

Research Areas

  • Machine Learning

Awards

2015: Yahoo! Faculty Research Award

2015: Radcliffe Fellowship

2013: Yahoo! Faculty Research Award

2011: Ramanujan Fellowship

Projects/Papers

Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures
Consistent Multiclass Algorithms for Complex Metrics and Constraints
Stochastic Dueling Bandits with Adversarial Corruption

Students

PhDs:

Mingyuan Zhang