Diviyan Kalainathan

Joined

January 2024

Names

Diviyan Kalainathan (Preferred)

Emails

****@fentech.ai (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science , INRIA (inria.fr)

2016 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2019

PhD Advisor

2016 – 2019

Expertise

Optimization

2019 – 2024

Causality

2016 – 2024

Publications

Learning Functional Causal Models with Generative Neural Networks
Olivier Goudet, Diviyan Kalainathan, Philippe Caillou, Isabelle Guyon, David Lopez-Paz, Michele Sebag
- The Springer Series on Challenges in Machine Learning
- Readers: Everyone
Structural Agnostic Modeling: Adversarial Learning of Causal Graphs
Diviyan Kalainathan, Olivier Goudet, Isabelle Guyon, David Lopez-Paz, Michele Sebag
- Journal of Machine Learning Research
- Readers: Everyone
Structural Agnostic Modeling: Adversarial Learning of Causal Graphs
Diviyan Kalainathan, Olivier Goudet, Isabelle Guyon, David Lopez-Paz, Michèle Sebag
- Published: 01 Jan 2022, Last Modified: 21 Feb 2024
- J. Mach. Learn. Res. 2022
- Readers: Everyone
Causal Discovery Toolbox: Uncovering causal relationships in Python
Diviyan Kalainathan, Olivier Goudet, Ritik Dutta
- 2020 (modified: 13 Oct 2021)
- J. Mach. Learn. Res. 2020
- Readers: Everyone
Evaluation Methods of Cause-Effect Pairs
Isabelle Guyon, Olivier Goudet, Diviyan Kalainathan
- 2019 (modified: 13 Oct 2021)
- Cause Effect Pairs in Machine Learning 2019
- Readers: Everyone
Discriminant Learning Machines
Diviyan Kalainathan, Olivier Goudet, Michèle Sebag, Isabelle Guyon
- 2019 (modified: 13 Oct 2021)
- Cause Effect Pairs in Machine Learning 2019
- Readers: Everyone
Learning Bivariate Functional Causal Models
Olivier Goudet, Diviyan Kalainathan, Michèle Sebag, Isabelle Guyon
- 2019 (modified: 13 Oct 2021)
- Cause Effect Pairs in Machine Learning 2019
- Readers: Everyone
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
- Published: 01 Jan 2019, Last Modified: 21 Feb 2024
- undefined 2019
- Readers: Everyone

Co-Authors