Diviyan Kalainathan

According to our database, Diviyan Kalainathan authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Structural Agnostic Modeling: Adversarial Learning of Causal Graphs.

Diviyan Kalainathan, Olivier Goudet, Isabelle Guyon, David Lopez-Paz, Michèle Sebag

J. Mach. Learn. Res., 2022

2020

Causal Discovery Toolbox: Uncovering causal relationships in Python.

Diviyan Kalainathan, Olivier Goudet, Ritik Dutta

J. Mach. Learn. Res., 2020

2019

Generative Neural networks to infer Causal Mechanisms: Algorithms and applications. (Réseaux de Neurones Génératifs pour la Découverte de Mécanismes Causaux: Algorithmes et Applications).

Diviyan Kalainathan

PhD thesis, 2019

Discriminant Learning Machines.

Diviyan Kalainathan, Olivier Goudet, Michèle Sebag, Isabelle Guyon

Proceedings of the Cause Effect Pairs in Machine Learning, 2019

Evaluation Methods of Cause-Effect Pairs.

Isabelle Guyon, Olivier Goudet, Diviyan Kalainathan

Proceedings of the Cause Effect Pairs in Machine Learning, 2019

Learning Bivariate Functional Causal Models.

Olivier Goudet, Diviyan Kalainathan, Michèle Sebag, Isabelle Guyon

Proceedings of the Cause Effect Pairs in Machine Learning, 2019