Ganesh Ramachandra Kini

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Class Distribution

Internal Representations

Imbalanced Data

Top Venues

Publications

Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia, Jaidev Gill, Christos Thrampoulidis
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching. ICLR (2024)
Tina Behnia, Ganesh Ramachandra Kini, Vala Vakilian, Christos Thrampoulidis
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data. CoRR (2023)
Tina Behnia, Ganesh Ramachandra Kini, Vala Vakilian, Christos Thrampoulidis
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data. AISTATS (2023)
Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia, Jaidev Gill, Christos Thrampoulidis
Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters. CoRR (2023)
Christos Thrampoulidis, Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia
Imbalance Trouble: Revisiting Neural-Collapse Geometry. NeurIPS (2022)
Ganesh Ramachandra Kini, Christos Thrampoulidis
Phase Transitions for One-Vs-One and One-Vs-All Linear Separability in Multiclass Gaussian Mixtures. ICASSP (2021)
Ganesh Ramachandra Kini, Orestis Paraskevas, Samet Oymak, Christos Thrampoulidis
Label-Imbalanced and Group-Sensitive Classification under Overparameterization. NeurIPS (2021)
Ganesh Ramachandra Kini, Orestis Paraskevas, Samet Oymak, Christos Thrampoulidis
Label-Imbalanced and Group-Sensitive Classification under Overparameterization. CoRR (2021)
Ganesh Ramachandra Kini, Christos Thrampoulidis
Analytic Study of Double Descent in Binary Classification: The Impact of Loss. ISIT (2020)