Dimitrios I. Diochnos

Martin Charles Golumbic

Frederick Hoffman

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

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

[BibT_eX]

[DOI]

AI Mag., 2024

2023

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

[BibT_eX]

[DOI]

Jay C. Rothenberger

Jose E. Aguilar Escamilla

CoRR, 2023

Perceptrons Under Verifiable Random Data Corruption.

[BibT_eX]

[DOI]

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

2022

Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence.

[BibT_eX]

[DOI]

Pantia-Marina Alchirch

Katia Papakonstantinopoulou

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

Wind Prediction under Random Data Corruption (Student Abstract).

[BibT_eX]

[DOI]

Conner Flansburg

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

2021

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

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2021

Learning Reliable Rules under Class Imbalance.

[BibT_eX]

[DOI]

Theodore B. Trafalis

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

2020

Learning under p-tampering poisoning attacks.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2020

Foreword to special issue for ISAIM 2018.

[BibT_eX]

[DOI]

Jürgen Dix

Guillermo Ricardo Simari

Ann. Math. Artif. Intell., 2020

Lower Bounds for Adversarially Robust PAC Learning.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Vanda Balogh

Gábor Berend

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.

[BibT_eX]

[DOI]

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

2018

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Learning under $p$-Tampering Attacks.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 2018

2017

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

[BibT_eX]

[DOI]

Michael Rovatsos

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.

[BibT_eX]

[DOI]

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

2015

SmartSociety - A Platform for Collaborative People-Machine Computation.

[BibT_eX]

[DOI]

Ognjen Scekic

Daniele Miorandi

Tommaso Schiavinotto

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

Programming Model Elements for Hybrid Collaborative Adaptive Systems.

[BibT_eX]

[DOI]

Ognjen Scekic

Tommaso Schiavinotto

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

Agent Protocols for Social Computation.

[BibT_eX]

[DOI]

Michael Rovatsos

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

[BibT_eX]

[DOI]

CoRR, 2013

2012

On multiple-instance learning of halfspaces.

[BibT_eX]

[DOI]

Robert H. Sloan

György Turán

Inf. Process. Lett., 2012

2010

Leveling-Up in Heroes of Might and Magic III.

[BibT_eX]

[DOI]

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

2009

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

[BibT_eX]

[DOI]

Ioannis Z. Emiris

Elias P. Tsigaridas

J. Symb. Comput., 2009

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

[BibT_eX]

[DOI]

György Turán

Proceedings of the Stochastic Algorithms: Foundations and Applications, 2009

2007

On the complexity of real solving bivariate systems.

[BibT_eX]

[DOI]