Vignesh Ganapathiraman
5 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Conferences
ICML (2)
AISTATS (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
stochastic gradient descent
(1)
semi-supervised learning
(1)
transfer learning
(1)
convex optimization
(1)
structured prediction
(1)
graph matching
(1)
wavelet transform
(1)
bregman divergence
(1)
convex relaxation
(1)
semi-definite programming
(1)
euclidean embedding
(1)
learning rate scheduling
(1)
parametric model
(1)
model convergence
(1)
training dynamics
(1)
invariant representation
(1)
conditional random field
(1)
latent structure
(1)
learning rate scheduler
(1)
Papers
Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models
EMNLP 2024
Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space
ICML 2020
Learning Invariant Representations with Kernel Warping
AISTATS 2019
Inductive Two-Layer Modeling with Parametric Bregman Transfer
ICML 2018
Convex Two-Layer Modeling with Latent Structure
NIPS 2016