Dimitrios I. Diochnos

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Data Corruption

Semantic Content

Multivariate Polynomials

Top Venues

Ann. Math. Artif. Intell.

Publications

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
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography. AI Mag. 45 (1) (2024)
Dimitrios I. Diochnos, Martin Charles Golumbic, Frederick Hoffman
ISAIM-2022: international symposium on artificial intelligence and mathematics. Ann. Math. Artif. Intell. 92 (1) (2024)
Jose E. Aguilar Escamilla, Dimitrios I. Diochnos
Perceptrons Under Verifiable Random Data Corruption. LOD (1) (2023)
Jay C. Rothenberger, Dimitrios I. Diochnos
Meta Co-Training: Two Views are Better than One. CoRR (2023)
Pantia-Marina Alchirch, Dimitrios I. Diochnos, Katia Papakonstantinopoulou
Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence. EuroGP (2022)
Conner Flansburg, Dimitrios I. Diochnos
Wind Prediction under Random Data Corruption (Student Abstract). AAAI (2022)
Dimitrios I. Diochnos, Theodore B. Trafalis
Learning Reliable Rules under Class Imbalance. SDM (2021)
Dimitrios I. Diochnos
On the Evolvability of Monotone Conjunctions with an Evolutionary Mutation Mechanism. J. Artif. Intell. Res. 70 (2021)
Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody
Lower Bounds for Adversarially Robust PAC Learning under Evasion and Hybrid Attacks. ICMLA (2020)
Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody
Learning under p-tampering poisoning attacks. Ann. Math. Artif. Intell. 88 (7) (2020)
Vanda Balogh, Gábor Berend, Dimitrios I. Diochnos, György Turán
Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base. AAAI (2020)
Dimitrios I. Diochnos, Jürgen Dix, Guillermo Ricardo Simari
Foreword to special issue for ISAIM 2018. Ann. Math. Artif. Intell. 88 (7) (2020)
Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody
Lower Bounds for Adversarially Robust PAC Learning. ISAIM (2020)
Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody
Lower Bounds for Adversarially Robust PAC Learning. CoRR (2019)
Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody
The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure. AAAI (2019)
Dimitrios I. Diochnos
On the Evolvability of Monotone Monomials with a (1+1) Evolutionary Algorithm. ISAIM (2018)
Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody
The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure. CoRR (2018)
Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody
Learning under p-Tampering Attacks. ISAIM (2018)
Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody
Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution. NeurIPS (2018)
Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody
Learning under $p$-Tampering Attacks. ALT (2018)
Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody
Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution. CoRR (2018)
Michael Rovatsos, Dimitrios I. Diochnos, Zhenyu Wen, Sofia Ceppi, Pavlos Andreadis
SmartOrch: an adaptive orchestration system for human-machine collectives. SAC (2017)
Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody
Learning under p-Tampering Attacks. CoRR (2017)
Dimitrios I. Diochnos
On the Evolution of Monotone Conjunctions: Drilling for Best Approximations. ALT (2016)
Michael Rovatsos, Dimitrios I. Diochnos, Matei Craciun
Agent Protocols for Social Computation. CARE/MFSC@AAMAS (2015)
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
SmartSociety - A Platform for Collaborative People-Machine Computation. SOCA (2015)
Ognjen Scekic, Tommaso Schiavinotto, Dimitrios I. Diochnos, Michael Rovatsos, Hong Linh Truong, Iacopo Carreras, Schahram Dustdar
Programming Model Elements for Hybrid Collaborative Adaptive Systems. CIC (2015)
Dimitrios I. Diochnos
Commonsense Reasoning and Large Network Analysis: A Computational Study of ConceptNet 4 CoRR (2013)
Dimitrios I. Diochnos, Robert H. Sloan, György Turán
On multiple-instance learning of halfspaces. Inf. Process. Lett. 112 (23) (2012)
Dimitrios I. Diochnos, Ioannis Z. Emiris, Elias P. Tsigaridas
On the asymptotic and practical complexity of solving bivariate systems over the reals CoRR (2012)
Dimitrios I. Diochnos
Leveling-Up in Heroes of Might and Magic III. FUN (2010)
Dimitrios I. Diochnos, Ioannis Z. Emiris, Elias P. Tsigaridas
On the asymptotic and practical complexity of solving bivariate systems over the reals. J. Symb. Comput. 44 (7) (2009)
Dimitrios I. Diochnos, György Turán
On Evolvability: The Swapping Algorithm, Product Distributions, and Covariance. SAGA (2009)
Dimitrios I. Diochnos, Ioannis Z. Emiris, Elias P. Tsigaridas
On the complexity of real solving bivariate systems. ISSAC (2007)