Dhanya Sridhar

Assistant Professor

Curriculum vitae

dhanya.sridhar <at> mila.quebec


University of Montreal, Mila

F.04, 6666 Rue St. Urbain

Causal Representation Learning Reading List

Assumptions on the distribution of the latents (with auxiliary data)

Weak supervision with temporal samples

Weak supervision with paired samples (i.e., counterfactuals) arising from perturbations

Distributional assumptions using interventions

Constraints on the decoding function

Multiple tasks


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