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Dimitris Diochnos
Dimitris Diochnos
University of Oklahoma, School of Computer Science
Verified email at math.uic.edu - Homepage
Title
Cited by
Cited by
Year
The curse of concentration in robust learning: Evasion and poisoning attacks from concentration of measure
S Mahloujifar, DI Diochnos, M Mahmoody
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4536-4543, 2019
1472019
On the asymptotic and practical complexity of solving bivariate systems over the reals
DI Diochnos, IZ Emiris, EP Tsigaridas
Journal of Symbolic Computation 44 (7), 818-835, 2009
792009
Adversarial risk and robustness: General definitions and implications for the uniform distribution
D Diochnos, S Mahloujifar, M Mahmoody
Advances in Neural Information Processing Systems 31, 2018
752018
Learning under -Tampering Attacks
S Mahloujifar, DI Diochnos, M Mahmoody
Algorithmic Learning Theory, 572-596, 2018
302018
On the Complexity of Real Solving Bivariate Systems
DI Diochnos, IZ Emiris, EP Tsigaridas
Proceedings of the 2007 international symposium on Symbolic and algebraic …, 2007
262007
Lower bounds for adversarially robust pac learning
DI Diochnos, S Mahloujifar, M Mahmoody
arXiv preprint arXiv:1906.05815, 2019
222019
On Evolvability: The Swapping Algorithm, Product Distributions, and Covariance
D Diochnos, G Turán
Stochastic Algorithms: Foundations and Applications, 74-88, 2009
192009
SmartSociety--A platform for collaborative people-machine computation
O Scekic, D Miorandi, T Schiavinotto, DI Diochnos, A Hume, ...
2015 IEEE 8th International Conference on Service-Oriented Computing and …, 2015
162015
Understanding the semantic content of sparse word embeddings using a commonsense knowledge base
V Balogh, G Berend, DI Diochnos, G Turán
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7399-7406, 2020
112020
On the evolution of monotone conjunctions: drilling for best approximations
DI Diochnos
International Conference on Algorithmic Learning Theory, 98-112, 2016
92016
On multiple-instance learning of halfspaces
DI Diochnos, RH Sloan, G Turán
Information Processing Letters 112 (23), 933-936, 2012
82012
Agent protocols for social computation
M Rovatsos, D Diochnos, M Craciun
Advances in Social Computing and Multiagent Systems: 6th International …, 2015
72015
Commonsense reasoning and large network analysis: A computational study of conceptnet 4
DI Diochnos
arXiv preprint arXiv:1304.5863, 2013
72013
Commonsense knowledge bases and network analysis
T Berger-Wolf, DI Diochnos, A London, A Pluhár, RH Sloan, G Turán
Commonsense, May, Terjedelem: 7 p., 2013
72013
Learning under p-tampering poisoning attacks
S Mahloujifar, DI Diochnos, M Mahmoody
Annals of Mathematics and Artificial Intelligence 88, 759-792, 2020
62020
Lower bounds for adversarially robust PAC learning under evasion and hybrid attacks
DI Diochnos, S Mahloujifar, M Mahmoody
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
52020
Smartorch: An adaptive orchestration system for human-machine collectives
M Rovatsos, DI Diochnos, Z Wen, S Ceppi, P Andreadis
Proceedings of the Symposium on Applied Computing, 37-44, 2017
42017
Programming model elements for hybrid collaborative adaptive systems
O Scekic, T Schiavinotto, DI Diochnos, M Rovatsos, HL Truong, I Carreras, ...
2015 IEEE Conference on Collaboration and Internet Computing (CIC), 278-287, 2015
32015
On the evolvability of monotone conjunctions with an evolutionary mutation mechanism
D Diochnos
Journal of Artificial Intelligence Research 70, 891-921, 2021
22021
Learning Reliable Rules under Class Imbalance
DI Diochnos, TB Trafalis
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021
22021
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