Kini, Ganesh Ramachandra

4 publications

ICLR 2024 Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia, Jaidev Gill, Christos Thrampoulidis

NeurIPS 2022 Imbalance Trouble: Revisiting Neural-Collapse Geometry Christos Thrampoulidis, Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia

NeurIPSW 2022 On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data Tina Behnia, Ganesh Ramachandra Kini, Vala Vakilian, Christos Thrampoulidis

NeurIPS 2021 Label-Imbalanced and Group-Sensitive Classification Under Overparameterization Ganesh Ramachandra Kini, Orestis Paraskevas, Samet Oymak, Christos Thrampoulidis