Raghav Somani
6 papers · 2018–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (27)
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Hot Topic Early Bird
Conferences
ICML (3)
NIPS (3)
Top co-authors
Keywords
mixed linear regression
(2)
spectral method
(2)
neural network pruning
(1)
representation learning
(1)
image classification
(1)
orthogonal matching pursuit
(1)
robust optimization
(1)
image retrieval
(1)
adversarial machine learning
(1)
robust statistics
(1)
sample complexity
(1)
covariance estimation
(1)
sparse regression
(1)
generalization error
(1)
support recovery
(1)
linear regression
(1)
robust estimation
(1)
restricted strong convexity
(1)
backdoor attack
(1)
generalization bound
(1)
Papers
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes
NIPS 2021
SPECTRE: defending against backdoor attacks using robust statistics
ICML 2021
Robust Meta-learning for Mixed Linear Regression with Small Batches
NIPS 2020
Meta-learning for Mixed Linear Regression
ICML 2020
Soft Threshold Weight Reparameterization for Learnable Sparsity
ICML 2020
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds
NIPS 2018