Vala Vakilian

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

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)
Jaidev Gill, Vala Vakilian, Christos Thrampoulidis
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss. ICASSP (2024)
Jaidev Gill, Vala Vakilian, Christos Thrampoulidis
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract). AAAI (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)
Jaidev Gill, Vala Vakilian, Christos Thrampoulidis
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss. CoRR (2023)
Christos Thrampoulidis, Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia
Imbalance Trouble: Revisiting Neural-Collapse Geometry. NeurIPS (2022)
Christos Thrampoulidis, Ganesh R. Kini, Vala Vakilian, Tina Behnia
Imbalance Trouble: Revisiting Neural-Collapse Geometry. CoRR (2022)