Vala Vakilian

According to our database, Vala Vakilian authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract).

Jaidev Gill, Vala Vakilian, Christos Thrampoulidis

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss.

Jaidev Gill, Vala Vakilian, Christos Thrampoulidis

CoRR, 2023

Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters.

Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia, Jaidev Gill, Christos Thrampoulidis

CoRR, 2023

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

Tina Behnia, Ganesh Ramachandra Kini, Vala Vakilian, Christos Thrampoulidis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Imbalance Trouble: Revisiting Neural-Collapse Geometry.

Christos Thrampoulidis, Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022