Divyat Mahajan
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge
π
Cross-Pollinator
(14)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
ICML (4)
CLEAR (1)
ICLR (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
representation learning
(3)
independent component analysis
(2)
multi-task learning
(1)
image generation
(1)
domain generalization
(1)
sparse learning
(1)
supervised learning
(1)
group lasso
(1)
adversarial domain adaptation
(1)
sparse feature learning
(1)
generative model
(1)
latent representation
(1)
latent variable
(1)
disentangled representation
(1)
structural causal model
(1)
object-centric learning
(1)
causal representation learning
(1)
latent factor
(1)
interventional datum
(1)
causal identification
(1)
Papers
Compositional Risk Minimization
ICML 2025
Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation
ICLR 2024
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation
NIPS 2023
Interventional Causal Representation Learning
ICML 2023
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning
ICML 2023
Towards efficient representation identification in supervised learning
CLEAR 2022
Domain Generalization using Causal Matching
ICML 2021
A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation
WACV 2020