Regular biography
Yeshwanth Cherapanamjeri is an Assistant Professor in the College of Computing and Data Science at Nanyang Technological University in Singapore. He previously served as a postdoc at MIT, where he was mentored by Costis Daskalakis. His research interests include areas related to machine learning and algorithmic game theory. He can be contacted via email at yesh.c@ntu.edu.sg or through his profile page at https://dr.ntu.edu.sg/entities/person/Yeshwanth-Cherapanamjeri.
Scholar-generated biography
Yeshwanth Cherapanamjeri is an Assistant Professor specializing in High Dimensional Statistics and Algorithms. His research focuses on developing robust and efficient algorithms for statistical estimation and learning in high-dimensional settings. He explores methods for mean estimation, regression, covariance estimation, and outlier-robust procedures, often under challenging conditions such as heavy-tailed data or adversarial perturbations. His work also extends to understanding the theoretical limits of learning algorithms and their performance under various assumptions. Cherapanamjeri's contributions span both theoretical and applied aspects of statistical learning, with an emphasis on algorithmic efficiency and robustness.