| 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 | 172 | 2019 |
| 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 | 95 | 2018 |
| 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 | 80 | 2009 |
| Learning under -Tampering Attacks S Mahloujifar, DI Diochnos, M Mahmoody Algorithmic learning theory, 572-596, 2018 | 34 | 2018 |
| 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 | 28 | 2007 |
| Lower bounds for adversarially robust pac learning DI Diochnos, S Mahloujifar, M Mahmoody arXiv preprint arXiv:1906.05815, 2019 | 22 | 2019 |
| On Evolvability: The Swapping Algorithm, Product Distributions, and Covariance D Diochnos, G Turán Stochastic Algorithms: Foundations and Applications, 74-88, 2009 | 19 | 2009 |
| 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 | 18 | 2015 |
| 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 | 14 | 2020 |
| On the evolution of monotone conjunctions: drilling for best approximations DI Diochnos International Conference on Algorithmic Learning Theory, 98-112, 2016 | 9 | 2016 |
| On multiple-instance learning of halfspaces DI Diochnos, RH Sloan, G Turán Information Processing Letters 112 (23), 933-936, 2012 | 8 | 2012 |
| 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 | 7 | 2020 |
| Learning under p-tampering poisoning attacks S Mahloujifar, DI Diochnos, M Mahmoody Annals of Mathematics and Artificial Intelligence 88, 759-792, 2020 | 7 | 2020 |
| Agent protocols for social computation M Rovatsos, D Diochnos, M Craciun Advances in Social Computing and Multiagent Systems: 6th International …, 2015 | 7 | 2015 |
| Commonsense knowledge bases and network analysis T Berger-Wolf, DI Diochnos, A London, A Pluhár, RH Sloan, G Turán 11th International Symposium on Logical Formalizations of Commonsense Reasoning, 2013 | 7 | 2013 |
| Commonsense reasoning and large network analysis: A computational study of conceptnet 4 DI Diochnos arXiv preprint arXiv:1304.5863, 2013 | 7 | 2013 |
| 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 | 4 | 2017 |
| Learning reliable rules under class imbalance DI Diochnos, TB Trafalis Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | 3 | 2021 |
| 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 | 3 | 2015 |
| A review of pseudo-labeling for computer vision P Kage, JC Rothenberger, P Andreadis, DI Diochnos arXiv preprint arXiv:2408.07221, 2024 | 2 | 2024 |
Saeed MahloujifarFAIR, MetaVerified email at meta.com
