Bistra Dilkina

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Papers (16)

1. ML-Guided Primal Heuristics for Mixed Binary Quadratic Programs cs.LG · 2026 · author #5
2. ID-PaS+ : Identity-Aware Predict-and-Search for General Mixed-Integer Linear Programs cs.AI · 2025 · author #4
3. Neuro-Symbolic Acceleration of MILP Motion Planning with Temporal Logic and Chance Constraints eess.SY · 2025 · author #7
4. MIPaaL: Mixed Integer Program as a Layer cs.LG · 2019 · author #3
5. Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences cs.NE · 2019 · author #2
6. Combinatorial Attacks on Binarized Neural Networks cs.LG · 2018 · author #3
7. Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization cs.LG · 2018 · author #2
8. Emergence and Evolution of Hierarchical Structure in Complex Systems cs.NE · 2018 · author #2
9. Hawkes Processes for Invasive Species Modeling and Management q-bio.PE · 2017 · author #3
10. A Machine Learning Approach to Modeling Human Migration cs.SI · 2017 · author #2
11. A Deep Learning Approach for Population Estimation from Satellite Imagery cs.AI · 2017 · author #3
12. Learning Combinatorial Optimization Algorithms over Graphs cs.LG · 2017 · author #4
13. Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta cs.CY · 2016 · author #8
14. {\delta}-MAPS: From spatio-temporal data to a weighted and lagged network between functional domains cs.OH · 2016 · author #3
15. Lexis: An Optimization Framework for Discovering the Hierarchical Structure of Sequential Data cs.AI · 2016 · author #2
16. Maximizing the Spread of Cascades Using Network Design cs.SI · 2012 · author #2

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Frequent Coauthors

• Constantine Dovrolis 4 shared papers
• Payam Siyari 3 shared papers
• Amrita Gupta 2 shared papers
• Bryan Wilder 2 shared papers
• Caleb Robinson 2 shared papers
• Elias B. Khalil 2 shared papers
• Junyang Cai 2 shared papers
• Milind Tambe 2 shared papers
• Weimin Huang 2 shared papers
• Aaron Ferber 1 shared papers
• Adam N. Elmachtoub 1 shared papers
• Annalisa Bracco 1 shared papers
• Ashish Sabharwal 1 shared papers
• Brendan Long 1 shared papers
• Carla P. Gomes 1 shared papers
• Daniel Sheldon 1 shared papers
• David Shmoys 1 shared papers
• Draguna L Vrabie 1 shared papers
• Duen Horng Chau 1 shared papers
• El Mehdi Er Raqabi 1 shared papers