Bistra Dilkina
机构: Assoc. Professor of Computer Science and co-Director of the Center for AI in Society, USC
主页: usc.edu
每年引用次数
引用次数
引用: 6,314
H-指数: 34
I10-指数 : 84
出版物: 183
Dynamic optimization of landscape connectivity embedding spatial-capture-recapture information
J. Andrew Royle , Carla P. Gomes , Yexiang Xue , Angela K. Fuller
national conference on artificial intelligence 4552 -4558
5
2017
Adversary Models Account for Imperfect Crime Data: Forecasting and Planning against Real-world Poachers
Shahrzad Gholami , Andrew Plumptre , Milind Tambe , Bistra Dilkina
adaptive agents and multi-agents systems 823 -831
17
2018
Don't Put All Your Strategies in One Basket: Playing Green Security Games with Imperfect Prior Knowledge
Long Tran-Thanh , Amulya Yadav , Shahrzad Gholami , Milind Tambe
adaptive agents and multi-agents systems 395 -403
6
2019
End to end learning and optimization on graphs
Milind Tambe , Bistra Dilkina , Bryan Wilder , Eric Ewing
arXiv: Learning
58
2019
Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta
Matthew Hinds-Aldrich , Duen Horng Chau , Bistra Dilkina , Wenwen Zhang
arXiv: Computers and Society
60
2016
Learning Combinatorial Optimization Algorithms over Graphs
Le Song , Elias B. Khalil , Hanjun Dai , Bistra Dilkina
arXiv: Learning
1,141
2017
Combinatorial Attacks on Binarized Neural Networks
Elias B. Khalil , Bistra Dilkina , Amrita Gupta
arXiv: Learning
37
2018
A Machine Learning Approach to Modeling Human Migration
Bistra Dilkina , Caleb Robinson
arXiv: Social and Information Networks
52
2017
Video game level repair via mixed integer linear programming
Julian Togelius , Stefanos Nikolaidis , Amy K. Hoover , Bistra Dilkina
national conference on artificial intelligence 16 ( 1) 151 -158
2020
A General Large Neighborhood Search Framework for Solving Integer Linear Programs
Yisong Yue , Bistra Dilkina , ravi lanka , Jialin Song
neural information processing systems 33 20012 -20023
26
2020
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation
Greg Ver Steeg , Bistra Dilkina , Umang Gupta , Aaron Ferber
arXiv: Learning
20
2021
Becoming Good at AI for Good.
Meghana Kshirsagar , Shahrzad Gholami , Juan M. Lavista Ferres , Bistra Dilkina
arXiv: Computers and Society
2021
Backdoors to Combinatorial Optimization: Feasibility and Optimality
Bistra Dilkina , Carla P. Gomes , Yuri Malitsky , Ashish Sabharwal
Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems 56 -70
19
2009
Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data
Jackson A. Killian , Bryan Wilder , Amit Sharma , Vinod Choudhary
knowledge discovery and data mining 2430 -2438
17
2019
Embedding Conjugate Gradient in Learning Random Walks for Landscape Connectivity Modeling in Conservation
Pramith Devulapalli , Bistra Dilkina , Yexiang Xue
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence 5 4338 -4344
1
2020
Machine learning approaches for estimating commercial building energy consumption
Caleb Robinson , Bistra Dilkina , Jeffrey Hubbs , Wenwen Zhang
Applied Energy 208 889 -904
334
2017
CP-ORTHO: An Orthogonal Tensor Factorization Framework for Spatio-Temporal Data
Ardavan Afshar , Joyce C. Ho , Bistra Dilkina , Ioakeim Perros
advances in geographic information systems 67
21
2017
An empirical study of optimization for maximizing diffusion in networks
Kiyan Ahmadizadeh , Bistra Dilkina , Carla P. Gomes , Ashish Sabharwal
principles and practice of constraint programming 514 -521
20
2010
Enhancing Seismic Resilience of Water Pipe Networks
Taoan Huang , Bistra Dilkina
The Compass 44 -52
2020
Estimating Household Travel Energy Consumption in Conjunction with a Travel Demand Forecasting Model
Venu M. Garikapati , Daehyun You , Wenwen Zhang , Ram M. Pendyala
Transportation Research Record 2668 ( 2668) 1 -10
4
2017