Vala Vakilian

13 papers A* 4A 1Misc 1Journal 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models.
ICLR
Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis
2025 J jnl
Short-Context Dominance: How Much Local Context Natural Language Actually Needs?
CoRR
Vala Vakilian, Zimeng Wang, Ankit Singh Rawat, Christos Thrampoulidis
2024 J jnl
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models.
CoRR
Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis
2024 A* conf
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract).
AAAI
Jaidev Gill, Vala Vakilian, Christos Thrampoulidis
2024 Misc conf
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss.
ICASSP
Jaidev Gill, Vala Vakilian, Christos Thrampoulidis
2024 J jnl
Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations.
CoRR
Yize Zhao, Tina Behnia, Vala Vakilian, Christos Thrampoulidis
2024 A* conf
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching.
ICLR
Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia, Jaidev Gill, Christos Thrampoulidis
2023 J jnl
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss.
CoRR
Jaidev Gill, Vala Vakilian, Christos Thrampoulidis
2023 A conf
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data.
AISTATS
Tina Behnia, Ganesh Ramachandra Kini, Vala Vakilian, Christos Thrampoulidis
2023 J jnl
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data.
CoRR
Tina Behnia, Ganesh Ramachandra Kini, Vala Vakilian, Christos Thrampoulidis
2023 J jnl
Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters.
CoRR
Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia, Jaidev Gill, Christos Thrampoulidis
2022 A* conf
Imbalance Trouble: Revisiting Neural-Collapse Geometry.
NeurIPS
Christos Thrampoulidis, Ganesh Ramachandra Kini, Vala Vakilian, Tina Behnia
2022 J jnl
Imbalance Trouble: Revisiting Neural-Collapse Geometry.
CoRR
Christos Thrampoulidis, Ganesh R. Kini, Vala Vakilian, Tina Behnia