Integer Programming Based Methods and Heuristics for Causal Graph Learning
- Sanjeeb Dash
- João Gonçalves
- et al.
- 2025
- AISTATS 2025
Publications
51 results for Sanjeeb Dash
Evolving scientific discovery by unifying data and background knowledge with AI Hilbert
- Ryan Cory-Wright
- Cristina Cornelio
- et al.
- 2024
- Nature Communications
On polytopes with linear rank with respect to generalizations of the split closure
- Sanjeeb Dash
- Yatharth Dubey
- 2024
- Discrete Optimization
Convexifying multilinear sets with cardinality constraints: Structural properties, nested case and extensions
- Rui Chen
- Sanjeeb Dash
- et al.
- 2023
- Discrete Optimization
Rule Induction in Knowledge Graphs Using Linear Programming
- Sanjeeb Dash
- João Gonçalves
- 2023
- AAAI 2023
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- et al.
- 2023
- AISTATS 2023
Combining Data and Theory for Derivable Scientific Discovery with AI-Descartes
- Cristina Cornelio
- Sanjeeb Dash
- et al.
- 2023
- Nature Communications
Multilinear sets with two monomials and cardinality constraints
- Rui Chen
- Sanjeeb Dash
- et al.
- 2023
- Discrete Applied Mathematics
On a generalization of the Chvátal–Gomory closure
- Sanjeeb Dash
- Oktay Günlük
- et al.
- 2021
- Mathematical Programming
Integer Programming for Causal Structure Learning in the Presence of Latent Variables
- Rui Chen
- Sanjeeb Dash
- et al.
- 2021
- ICML 2021