Subhabrata Majumdar
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Mathematics & Optimization
(2)
Mathematics
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Probability
(1)
Keywords
statistical learning
(1)
representation learning
(1)
adversarial learning
(1)
model selection
(1)
model security
(1)
parameter estimation
(1)
feature selection
(1)
model robustness
(1)
optimal transport
(1)
supervised learning
(1)
sparse estimation
(1)
sliced wasserstein distance
(1)
harmful content
(1)
probability distribution
(1)
statistical hypothesis testing
(1)
group-penalized regression
(1)
neighborhood selection
(1)
gaussian graphical model
(1)
adversarial defense
(1)
representation noising
(1)
Papers
Representation Noising: A Defence Mechanism Against Harmful Finetuning
NeurIPS 2024
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs
ICML 2023
Feature selection using e-values
ICML 2022
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models
JMLR 2022