Pavankumar Murali
Artificial Intelligence · 2020
A researcher in the Science corpus: 1 paper; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 11 citations into it
- Statistical Learning Theory — 6 citations into it
- Algorithms & Complexity — 5 citations into it
Whom Pavankumar Murali trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Sicco Verwer
- Yingqian Zhang
- J. Ross Quinlan
- Sina Aghaei
- Niko Speybroeck
- Dimitris J. Bertsimas
- Christian Bessiere
- Xiyang Hu
- Robert Tibshirani
- Ji Zhu
Who trusts Pavankumar Murali overall
Papers from Pavankumar Murali's perspective
Ordered by how strongly the researchers Pavankumar Murali trusts endorse each paper. Same corpus, a different order for every researcher.
- Classification and regression trees
- Induction of decision trees
- Optimal classification trees
- Constructing Optimal Binary Decision Trees is NP-Complete
- Learning Optimal Classification Trees Using a Binary Linear Program Formulation
- Regression Shrinkage and Selection via the Lasso
- Learning Decision Trees with Flexible Constraints and Objectives Using Integer Optimization
- Learning fuzzy decision trees using integer programming
- Minimising Decision Tree Size as Combinatorial Optimisation
- Optimal decision trees for categorical data via integer programming
Their papers
- A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees (2020) — 46 citations