Aditya Siripuram
Assistant Professor Grade 1
Publications - 16Publications - 16
Publications - 16Personal profile
I am an Assistant Professor with the Department of Electrical Engineering, IIT Hyderabad. I completed my PhD from Stanford University and my Btech and Mtech from IIT Bombay.
Research Interests
Fourier analysis, signal processing and machine learning, convex and combinatorial optimization
Summary of key results
Most of my research has been on some combinatorial and algorithmic problems in Fourier analysis. The most recent work explores the relationship between additive structure of the frequency support and computational complexity of the DFT. An earlier work (here, and here) gives an alternate characterization for convolution idempotents that vanish at given positions. Before that, I investigated a relaxation of the Fuglede conjecture via an association scheme. In the past, gave a graph based algorithm to search for unitary Fourier submatrices; characterized universal sampling sets for bandlimited spaces and investigated their applications to uncertainty principles.
Publications (16)View all
- ArticlesCan Perceptual Guidance Lead to Semantically Explainable Adversarial Perturbations?2023 | Institute of Electrical and Electronics Engineers Inc.
ConferencesFast DFT computation for signals with spectral support2021 | Institute of Electrical and Electronics Engineers Inc.- ConferencesSparse Bayesian learning for acoustic source localization2021 | Institute of Electrical and Electronics Engineers Inc.
- ConferencesGraph learning under spectral sparsity constraints2021 | Institute of Electrical and Electronics Engineers Inc.
Network (1)View all
