Madhu Advani
4 papers · 2016–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (8) π Cross-Pollinator (12)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Pioneer
Conferences
NIPS (3)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
stochastic gradient descent
(1)
feature learning
(1)
convex optimization
(1)
bayesian inference
(1)
self-supervised learning
(1)
generalization error
(1)
maximum a posteriori
(1)
high dimensional inference
(1)
implicit bia
(1)
activation function
(1)
masked autoencoder
(1)
joint embedding predictive architecture
(1)
latent space prediction
(1)
teacher-student setup
(1)
minimum mean squared error
(1)
neural network
(1)
mmse inference
(1)
Papers
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
NIPS 2024
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup
NIPS 2019
On the Information Bottleneck Theory of Deep Learning
ICLR 2018
An equivalence between high dimensional Bayes optimal inference and M-estimation
NIPS 2016