Dhanya Sridhar

Assistant Professor


Curriculum vitae


dhanya.sridhar <at> mila.quebec


DIRO

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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