Concepedia

Bistra Dilkina

BD

Statistics

Publications

67

Citations

4.4K

H-Index

30

Active since

2005

Affiliations

University of Southern California(Current)

Georgia Institute of Technology

California Southern University

Cornell University

Harvard University Press

Bistra Dilkina is an author at University of Southern California specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2005–2023

67

Publications

67

Learning Combinatorial Optimization Algorithms over Graphs

Hanjun Dai, Elias B. Khalil, Yuyu Zhang et al. · arXiv (Cornell University) · 2017 · 977 citations · Full text

, , +16

Machine learning approaches for estimating commercial building energy consumption

Caleb Robinson, Bistra Dilkina, Jeffrey Hubbs et al. · Applied Energy · 2017 · 473 citations

, , +14

Learning to Branch in Mixed Integer Programming

Elias B. Khalil, Pierre Le Bodic, Le Song et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 304 citations · Full text

, , +16

Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization

Bryan Wilder, Bistra Dilkina, Milind Tambe · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 190 citations · Full text

, , +14

Learning Combinatorial Optimization Algorithms over Graphs

Hanjun Dai, Elias B. Khalil, Yuyu Zhang et al. · arXiv (Cornell University) · 2017 · 146 citations · Full text

, , +16

1–5 of 67