diochnos/research/publications

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Below, authors appear alphabetically by last name.

Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base,
Vanda Balogh, Gábor Berend, Dimitrios I. Diochnos, and György Turán,
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.
A slighlty condensed version also appeared in the NeurIPS Workshop on Knowledge Representation & Reasoning Meets Machine Learning (KR2ML), 2019.
Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure,
Dimitrios I. Diochnos, Saeed Mahloujifar, and Mohammad Mahmoody,
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019.
A preliminary version appeared in the NeurIPS Workshop on Security in Machine Learning (SECML), 2018.
The full version of the paper is available on arXiv.org under the reference number 1809.03063.
Interpretability of Hungarian embedding spaces using a knowledge base,
Vanda Balogh, Gábor Berend, Dimitrios I. Diochnos, Richárd Farkas, and György Turán,
Fifteenth Conference on Hungarian Computational Linguistics (MSZNY), 2019.
Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution,
Dimitrios I. Diochnos, Saeed Mahloujifar, and Mohammad Mahmoody,
Thirty-Second Conference on Neural Information Processing Systems (NeurIPS), 2018.
The full version of the paper is available on arXiv.org under the reference number 1810.12272.
Learning under p-Tampering Attacks,
Dimitrios I. Diochnos, Saeed Mahloujifar, and Mohammad Mahmoody,
Twenty-Ninth International Conference on Algorithmic Learning Theory (ALT), 2018.
A preliminary version appeared in the Fifteenth International Symposium on Artificial Intelligence and Mathematics (ISAIM), 2018.
An extended version of the paper is available on arXiv.org under the reference number 1711.03707.
SmartOrch: An Adaptive Orchestration System for Human-Machine Collectives,
Pavlos Andreadis, Sofia Ceppi, Dimitrios I. Diochnos, Michael Rovatsos, and Zhenyu Wen,
Thirty-Second ACM Symposium on Applied Computing (SAC), 2017.
On the Evolution of Monotone Conjunctions: Drilling for Best Approximations,
Dimitrios I. Diochnos,
Twenty-Seventh International Conference on Algorithmic Learning Theory (ALT), 2016.
The original publication is available at link.springer.com.
Programming Model Elements for Hybrid Collaborative Adaptive Systems,
Iacopo Carreras, Dimitrios I. Diochnos, Schahram Dustdar, Michael Rovatsos, Ognjen Šćekić, Tommaso Schiavinotto, and Hong-Linh Truong,
First IEEE International Conference on Collaboration and Internet Computing (CIC), 2015.
SmartSociety — A Platform for Collaborative People-Machine Computation,
Iacopo Carreras, Ronald Chenu-Abente, Dimitrios I. Diochnos, Schahram Dustdar, Fausto Giunchiglia, Alethia Hume, Daniele Miorandi, Michael Rovatsos, Ognjen Šćekić, Tommaso Schiavinotto, and Hong-Linh Truong,
Eighth IEEE International Conference on Service Oriented Computing & Applications (SOCA), 2015.
Agent Protocols for Social Computation,
Matei Craciun, Dimitrios I. Diochnos, and Michael Rovatsos,
Second International Workshop on Multiagent Foundations of Social Computing, 2015.
Commonsense knowledge bases and network analysis,
Tanya Berger-Wolf, Dimitrios I. Diochnos, András London, András Pluhár, Robert H. Sloan, and György Turán,
Eleventh International Symposium on Logical Formalizations of Commonsense Reasoning, 2013.
On Multiple-Instance Learning of Halfspaces,
Dimitrios I. Diochnos, Robert H. Sloan, and György Turán,
Information Processing Letters (IPL), 2012.
The most recent online version can be found here.
Leveling-Up in Heroes of Might and Magic III,
Dimitrios I. Diochnos,
Fifth International Conference on FUN WITH ALGORITHMS (FUN), 2010.
The original publication is available at link.springer.com.
On Evolvability: The Swapping Algorithm, Product Distributions, and Covariance,
Dimitrios I. Diochnos and György Turán,
Fifth Symposium on Stochastic Algorithms, Foundations and Applications (SAGA), 2009.
The original publication is available at link.springer.com.
On the asymptotic and practical complexity of solving bivariate systems over the reals,
Dimitrios I. Diochnos, Ioannis Z. Emiris, and Elias P. Tsigaridas,
Journal of Symbolic Computation (JSC), 2009.
The paper is also available on arXiv.org under the reference number 1203.1017.
Επίλυση Αλγεβρικών Συστημάτων Μικρής Διάστασης στους Πραγματικούς,
Δημήτρης Διώχνος,
Επιλεγμένες Πτυχιακές και Διπλωματικές Εργασίες,
Ετήσιο Βιβλίο, Τμήμα Πληροφορικής και Τηλεπικοινωνιών,
Εθνικό και Καποδιστριακό Πανεπιστήμιο Αθηνών, 2008.
On the Complexity of Real Solving Bivariate Systems,
Dimitrios I. Diochnos, Ioannis Z. Emiris, and Elias P. Tsigaridas,
International Symposium on Symbolic and Algebraic Computation (ISSAC), 2007.