Elias Khalil
Elias Khalil
Postdoctoral Scholar at École Polytechnique Montréal
Email verificata su gatech.edu - Home page
TitoloCitata daAnno
Learning combinatorial optimization algorithms over graphs
E Khalil, H Dai, Y Zhang, B Dilkina, L Song
Advances in Neural Information Processing Systems, 6348-6358, 2017
1492017
Scalable diffusion-aware optimization of network topology
EB Khalil, B Dilkina, L Song
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
69*2014
Learning to Branch in Mixed Integer Programming
EB Khalil, P Le Bodic, L Song, G Nemhauser, B Dilkina
AAAI, 2016
592016
Systems and methods for using event-correlation graphs to detect attacks on computing systems
K Roundy, F Guo, S Bhatkar, T Cheng, J Fu, ZK Li, D Shou, S Sawhney, ...
US Patent 9,141,790, 2015
512015
Fake news mitigation via point process based intervention
M Farajtabar, J Yang, X Ye, H Xu, R Trivedi, E Khalil, S Li, L Song, H Zha
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
412017
The impact of private autonomous vehicles on vehicle ownership and unoccupied VMT generation
W Zhang, S Guhathakurta, EB Khalil
Transportation Research Part C: Emerging Technologies 90, 156-165, 2018
322018
Learning to Run Heuristics in Tree Search.
EB Khalil, B Dilkina, GL Nemhauser, S Ahmed, Y Shao
IJCAI, 659-666, 2017
282017
Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
IJCAI, 2529-2535, 2017
282017
Systems and methods for adjusting suspiciousness scores in event-correlation graphs
A Tamersoy, K Roundy, S Bhatkar, E Khalil
US Patent 9,148,441, 2015
262015
Generating graph snapshots from streaming edge data
S Soundarajan, A Tamersoy, EB Khalil, T Eliassi-Rad, DH Chau, ...
Proceedings of the 25th International Conference Companion on World Wide Web …, 2016
192016
Large-scale insider trading analysis: patterns and discoveries
A Tamersoy, E Khalil, B Xie, SL Lenkey, BR Routledge, DH Chau, ...
Social Network Analysis and Mining 4 (1), 201, 2014
162014
Cp-ortho: An orthogonal tensor factorization framework for spatio-temporal data
A Afshar, JC Ho, B Dilkina, I Perros, EB Khalil, L Xiong, V Sunderam
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017
82017
Combinatorial attacks on binarized neural networks
EB Khalil, A Gupta, B Dilkina
International Conference on Learning Representations, 2019
62019
Automating feature engineering
U Khurana, F Nargesian, H Samulowitz, E Khalil, D Turaga
NIPS 2016 Workshop on Artificial Intelligence for Data Science, 2016
52016
Comments on: On learning and branching: a survey
B Dilkina, EB Khalil, GL Nemhauser
Top 25 (2), 242-246, 2017
42017
Machine Learning for Integer Programming.
EB Khalil
IJCAI, 4004-4005, 2016
32016
CuttingEdge: Influence Minimization in Networks
E Khalil, B Dilkina, L Song
Frontiers of Network Analysis: Methods, Models, and Applications, 2013
32013
Methods and systems for feature engineering
E Khalil, U Khurana, F Nargesian, HC Samulowitz, DS Turaga
US Patent App. 15/673,812, 2019
2019
Optimizing the Structure of Diffusion Networks: Theory and Algorithms
EB Khalil
Georgia Institute of Technology, 2014
2014
ADAGE: A Framework for Generating Adaptable Intervals from Streaming Edges
S Soundarajan, A Tamersoy, E Khalil, DH Chau, T Eliassi-Rad, ...
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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