Bistra Dilkina

Bistra Dilkina

University of Southern California - Los Angeles / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1624408
person_outline Bistra Dilkina's MOST POPULAR ARTICLES
1-) Learning combinatorial optimization algorithms over graphsE Khalil, H Dai, Y Zhang, B Dilkina, L SongAdvances in neural information processing systems 30, 201710622017
2-) Machine learning approaches for estimating commercial building energy consumptionC Robinson, B Dilkina, J Hubbs, W Zhang, S Guhathakurta, MA Brown, ...Applied energy 208, 889-904, 20173132017
3-) Learning to branch in mixed integer programmingE Khalil, P Le Bodic, L Song, G Nemhauser, B DilkinaProceedings of the AAAI Conference on Artificial Intelligence 30 (1), 20162732016
4-) Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimizationB Wilder, B Dilkina, M TambeProceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1658-1665, 20193342019
5-) Learning to Run Heuristics in Tree Search.EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y ShaoIjcai, 659-666, 20171782017