Ganesh Ramachandra Kini

Label-Imbalanced and Group-Sensitive Classification under Overparameterization pdf

Christos Thrampoulidis, Samet Oymak, Ganesh Ramachandra Kini, 2021, NeurIPS.

Phase Transitions for One-Vs-One and One-Vs-All Linear Separability in Multiclass Gaussian Mixtures

Christos Thrampoulidis, Ganesh Ramachandra Kini, Christos Thrampoulidis, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Imbalance Trouble: Revisiting Neural-Collapse Geometry

Ganesh Ramachandra Kini, Christos Thrampoulidis, V. Vakilian, 2022, NeurIPS.

Analytic Study of Double Descent in Binary Classification: The Impact of Loss

Christos Thrampoulidis, Ganesh Kini, Ganesh Ramachandra Kini, 2020, 2020 IEEE International Symposium on Information Theory (ISIT).

Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters

Ganesh Ramachandra Kini, Christos Thrampoulidis, V. Vakilian, 2023, ArXiv.

On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data

Ganesh Ramachandra Kini, Christos Thrampoulidis, V. Vakilian, 2023, AISTATS.

Clay Codes: Moulding MDS Codes to Yield an MSR Code

Ganesh Ramachandra Kini, B. Sasidharan, A. Barg, 2018, FAST.