Dimitrios I. Diochnos

According to our database, Dimitrios I. Diochnos authored at least 29 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ISAIM-2022: international symposium on artificial intelligence and mathematics.

Dimitrios I. Diochnos, Martin Charles Golumbic, Frederick Hoffman

Ann. Math. Artif. Intell., January, 2024

A Review of Pseudo-Labeling for Computer Vision.

Patrick Kage, Jay C. Rothenberger, Pavlos Andreadis, Dimitrios I. Diochnos

CoRR, 2024

AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography.

Amy McGovern, Imme Ebert-Uphoff, Elizabeth A. Barnes, Ann Bostrom, Mariana G. Cains, Phillip Davis, Julie L. Demuth, Dimitrios I. Diochnos, Andrew H. Fagg, Philippe Tissot, John K. Williams, Christopher D. Wirz

AI Mag., 2024

2023

Meta Co-Training: Two Views are Better than One.

Jay C. Rothenberger, Dimitrios I. Diochnos

CoRR, 2023

Perceptrons Under Verifiable Random Data Corruption.

Jose E. Aguilar Escamilla, Dimitrios I. Diochnos

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

2022

Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence.

Pantia-Marina Alchirch, Dimitrios I. Diochnos, Katia Papakonstantinopoulou

Proceedings of the Genetic Programming - 25th European Conference, 2022

Wind Prediction under Random Data Corruption (Student Abstract).

Conner Flansburg, Dimitrios I. Diochnos

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

On the Evolvability of Monotone Conjunctions with an Evolutionary Mutation Mechanism.

Dimitrios I. Diochnos

J. Artif. Intell. Res., 2021

Learning Reliable Rules under Class Imbalance.

Dimitrios I. Diochnos, Theodore B. Trafalis

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

Learning under p-tampering poisoning attacks.

Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody

Ann. Math. Artif. Intell., 2020

Foreword to special issue for ISAIM 2018.

Dimitrios I. Diochnos, Jürgen Dix, Guillermo Ricardo Simari

Ann. Math. Artif. Intell., 2020

Lower Bounds for Adversarially Robust PAC Learning.

Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2020

Lower Bounds for Adversarially Robust PAC Learning under Evasion and Hybrid Attacks.

Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base.

Vanda Balogh, Gábor Berend, Dimitrios I. Diochnos, György Turán

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure.

Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution.

Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

On the Evolvability of Monotone Monomials with a (1+1) Evolutionary Algorithm.

Dimitrios I. Diochnos

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018

Learning under $p$-Tampering Attacks.

Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody

Proceedings of the Algorithmic Learning Theory, 2018

2017

SmartOrch: an adaptive orchestration system for human-machine collectives.

Michael Rovatsos, Dimitrios I. Diochnos, Zhenyu Wen, Sofia Ceppi, Pavlos Andreadis

Proceedings of the Symposium on Applied Computing, 2017

2016

On the Evolution of Monotone Conjunctions: Drilling for Best Approximations.

Dimitrios I. Diochnos

Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016

2015

SmartSociety - A Platform for Collaborative People-Machine Computation.

Ognjen Scekic, Daniele Miorandi, Tommaso Schiavinotto, Dimitrios I. Diochnos, Alethia Hume, Ronald Chenu-Abente, Hong Linh Truong, Michael Rovatsos, Iacopo Carreras, Schahram Dustdar, Fausto Giunchiglia

Proceedings of the 8th IEEE International Conference on Service-Oriented Computing and Applications, 2015

Programming Model Elements for Hybrid Collaborative Adaptive Systems.

Ognjen Scekic, Tommaso Schiavinotto, Dimitrios I. Diochnos, Michael Rovatsos, Hong Linh Truong, Iacopo Carreras, Schahram Dustdar

Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Agent Protocols for Social Computation.

Michael Rovatsos, Dimitrios I. Diochnos, Matei Craciun

Proceedings of the Advances in Social Computing and Multiagent Systems, 2015

2013

Commonsense Reasoning and Large Network Analysis: A Computational Study of ConceptNet 4

Dimitrios I. Diochnos

CoRR, 2013

2012

On multiple-instance learning of halfspaces.

Dimitrios I. Diochnos, Robert H. Sloan, György Turán

Inf. Process. Lett., 2012

2010

Leveling-Up in Heroes of Might and Magic III.

Dimitrios I. Diochnos

Proceedings of the Fun with Algorithms, 5th International Conference, 2010

2009

On the asymptotic and practical complexity of solving bivariate systems over the reals.

Dimitrios I. Diochnos, Ioannis Z. Emiris, Elias P. Tsigaridas

J. Symb. Comput., 2009

On Evolvability: The Swapping Algorithm, Product Distributions, and Covariance.

Dimitrios I. Diochnos, György Turán

Proceedings of the Stochastic Algorithms: Foundations and Applications, 2009

2007

On the complexity of real solving bivariate systems.

Dimitrios I. Diochnos, Ioannis Z. Emiris, Elias P. Tsigaridas

Proceedings of the Symbolic and Algebraic Computation, International Symposium, 2007