Aditya Petety

Electrical Engineering and Computer Science
University of California at Merced
Science and Engineering 2 #213 C
Merced, CA 95343
Email: apetety at ucmerced dot edu

Bio

I am a third-year Ph.D. student (Aug 2021 -- now) in the Department of Electrical Engineering and Computer Science at UC Merced . I am fortunate to be advised by Prof. Sungjin Im .

Research Interests

I currently work on online algorithms like scheduling, optimization, learning-augmented algorithms and theoretical machine learning. I am mainly interested in applying novel techniques to develop and analyze beyond worst case algorithms.

Publications

  1. Parsimonious Learning-Augmented Caching
    with Sungjin Im, Ravi Kumar and Manish Purohit
    ICML '22

  2. Parameterized Complexity of d-hitting set with quotas
    with Sushmita Gupta and Sagar Singh
    SOFSEM '21

  3. Attribute Noise Robust Binary Classification
    with Sandhya Tripathi and N Hemachandra
    AAAI '20