Ganesh Ramachandra Kini
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Cross-Pollinator
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
class imbalance
(2)
cross-entropy loss
(2)
support vector machine
(2)
deep learning
(1)
neural collapse
(1)
classifier weight
(1)
loss function
(1)
implicit bia
(1)
imbalanced classification
(1)
ridge regularization
(1)
label imbalance
(1)
logit-adjusted parameterization
(1)
cost-sensitive svm
(1)
optimization path
(1)
equal opportunity
(1)
label-imbalanced classification
(1)
group-sensitive classification
(1)
balanced error
(1)
representation learning
(1)
classifier geometry
(1)
Papers
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching
ICLR 2024
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data
AISTATS 2023
Imbalance Trouble: Revisiting Neural-Collapse Geometry
NIPS 2022
Label-Imbalanced and Group-Sensitive Classification under Overparameterization
NIPS 2021