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
Anytime multi-agent path finding via machine learning-guided large neighborhood search
Taoan Huang , Jiaoyang Li , Sven Koenig , Bistra Dilkina
Smpte Journal 36 ( 9) 9368 -9376
5
2022
Advancing interdisciplinary science for disrupting wildlife trafficking networks
Meredith L Gore , Emily Griffin , Bistra Dilkina , Aaron Ferber
Proceedings of the National Academy of Sciences 120 ( 10) e2208268120
2023
Learning generalized strong branching for set covering, set packing, and 0--1 knapsack problems
Yu Yang , Natashia Boland , Bistra Dilkina , Martin Savelsbergh
European Journal of Operational Research 301 ( 3) 828 -840
8
2022
ECAI 2020: 24th European Conference on Artificial Intelligence, 29 August--8 September 2020, Santiago de Compostela, Spain--Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020)
Giuseppe De Giacomo , Alejandro Catala , Bistra Dilkina ,
Smpte Journal 325
4
2020
Learning node-selection strategies in bounded suboptimal conflict-based search for multi-agent path finding
Taoan Huang , Bistra Dilkina , Sven Koenig
Smpte Journal
17
2021
Harnessing Heterogeneity: Learning from Decomposed Feedback in Bayesian Modeling
Kai Wang , Bryan Wilder , Sze-chuan Suen , Bistra Dilkina
arXiv preprint arXiv:2107.03003
2021
Multiplying the impact of conservation funding using spatial exchange rates
Paul R Armsworth , Bistra Dilkina , Joe Fargione , Maria Fisher
Frontiers in Ecology and the Environment 21 ( 10) 489 -497
1
2023
Accounting for institutional structure in spatial conservation planning
Paul R Armsworth , Amy Benefield , Bistra Dilkina , Joseph E Fargione
2019 ESA Annual Meeting (August 11--16)
2019
Artificial intelligence and conservation
Fei Fang , Milind Tambe , Bistra Dilkina , Andrew J Plumptre
Cambridge University Press
41
2019
Decision-focused learning of adversary behavior in security games
Andrew Perrault , Bryan Wilder , Eric Ewing , Aditya Mate
arXiv preprint arXiv:1903.00958 2
13
2019
Improving GP-UCB algorithm by harnessing decomposed feedback
Kai Wang , Bryan Wilder , Sze-chuan Suen , Bistra Dilkina
Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I 555 -569
8
2020
Broken Signals in Security Games: Coordinating Patrollers and Sensors in the Real World.
Elizabeth Bondi , Hoon Oh , Haifeng Xu , Fei Fang
AAMAS 1838 -1840
6
2019
Using Game Theory in Real Time in the Real World: A Conservation Case Study.
Elizabeth Bondi , Hoon Oh , Haifeng Xu , Fei Fang
AAMAS 2336 -2338
6
2019
Biodiversity Conservation with Drones: Using Uncertain Real-Time Information in Signaling Games to Prevent Poaching
Elizabeth Bondi , Hoon Oh , Haifeng Xu , Fei Fang
Working paper at the International Conference on Machine Learning AI for Social Good Workshop, Long Beach, United States
2
2018
Application-Driven Innovation in Machine Learning
David Rolnick , Alan Aspuru-Guzik , Sara Beery , Bistra Dilkina
arXiv preprint arXiv:2403.17381
1
2024
Optimal Patrol Planning Against Black-Box Attackers
Haifeng Xu , Benjamin Ford , Fei Fang , Bistra Dilkina
Artificial Intelligence and Conservation 57 -57
1
2019
Repeated Active Screening of Networks for Diseases
Biswarup Bhattacharya , Han Ching Ou , Arunesh Sinha , Sze-Chuan Suen
2018 Adaptive Learning Agents, ALA 2018-Co-located Workshop at the Federated AI Meeting, FAIM 2018
2020
Computational Sustainability: Computing for a Better World and a Sustainable Future Computer and information scientists join forces with other fields to help solve societal and environmental challenges facing humanity, in pursuit of a sustainable future.
Carla Gomes , Thomas Dietterich , Christopher Barrett , Jon Conrad
A Framework for Machine Learning in Digital-Based Tuberculosis Treatment
Jackson A Killian , Bryan Wilder , Amit Sharma , Vinod Choudhary
Exploiting Uncertain Real-Time Information from Deep Learning in Signaling Games for Security and Sustainability
Elizabeth Bondi , Hoon Oh , Haifeng Xu , Fei Fang