Zohreh Shams

42 papers A* 8B 4C 4Misc 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts.
ICML
Mateo Espinosa Zarlenga, Gabriele Dominici, Pietro Barbiero, Zohreh Shams, Mateja Jamnik
2025 J jnl
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts.
CoRR
Mateo Espinosa Zarlenga, Gabriele Dominici, Pietro Barbiero, Zohreh Shams, Mateja Jamnik
2025 J jnl
Benchmarking the Discovery Engine.
CoRR
Jack Foxabbott, Arush Tagade, Andrew Cusick, Robbie McCorkell, Leo McKee-Reid, Jugal Patel, Jamie Rumbelow, Jessica Rumbelow, Zohreh Shams
2024 — conf
Efficient Bias Mitigation Without Privileged Information.
ECCV (72)
Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Jerone T. A. Andrews, Zohreh Shams, Mateja Jamnik, Alice Xiang
2024 J jnl
Efficient Bias Mitigation Without Privileged Information.
CoRR
Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Jerone T. A. Andrews, Zohreh Shams, Mateja Jamnik, Alice Xiang
2024 — ed.
Proceedings of the KDD Workshop on Human-Interpretable AI 2024 co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), Centre de Convencions Internacional de Barcelona, Spain, August 26, 2024.
HI-AI@KDD
Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Francesco Giannini, Damien Garreau, Mateja Jamnik, Tania Cerquitelli
2024 A* conf
Workshop on Human-Interpretable AI.
KDD
Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Francesco Giannini, Zohreh Shams, Damien Garreau, Mateja Jamnik, Tania Cerquitelli
2023 — conf
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs.
TML4H
Konstantin Hemker, Zohreh Shams, Mateja Jamnik
2023 J jnl
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs.
CoRR
Konstantin Hemker, Zohreh Shams, Mateja Jamnik
2023 B conf
Human Visual Consistency-Checking in the Real World Ontologies.
VL/HCC
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams, Andrew Blake
2023 A* conf
Learning to Receive Help: Intervention-Aware Concept Embedding Models.
NeurIPS
Mateo Espinosa Zarlenga, Katie Collins, Krishnamurthy Dvijotham, Adrian Weller, Zohreh Shams, Mateja Jamnik
2023 J jnl
Learning to Receive Help: Intervention-Aware Concept Embedding Models.
CoRR
Mateo Espinosa Zarlenga, Katherine M. Collins, Krishnamurthy Dvijotham, Adrian Weller, Zohreh Shams, Mateja Jamnik
2023 J jnl
TabCBM: Concept-based Interpretable Neural Networks for Tabular Data.
Trans. Mach. Learn. Res.
Mateo Espinosa Zarlenga, Zohreh Shams, Michael E. Nelson, Been Kim, Mateja Jamnik
2023 A* conf
Towards Robust Metrics for Concept Representation Evaluation.
AAAI
Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Dmitry Kazhdan, Umang Bhatt, Adrian Weller, Mateja Jamnik
2023 J jnl
Towards Robust Metrics for Concept Representation Evaluation.
CoRR
Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams, Dmitry Kazhdan, Umang Bhatt, Adrian Weller, Mateja Jamnik
2022 J jnl
Concept Embedding Models.
CoRR
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Liò, Mateja Jamnik
2022 A* conf
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.
NeurIPS
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Lió, Mateja Jamnik
2022 C conf
Evaluating Colour in Concept Diagrams.
Diagrams
Sean McGrath, Andrew Blake, Gem Stapleton, Anestis Touloumis, Peter Chapman, Mateja Jamnik, Zohreh Shams
2022 J jnl
Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases.
Bioinform.
Paul Scherer, Maja Trebacz, Nikola Simidjievski, Ramón Viñas, Zohreh Shams, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò
2021 J jnl
Efficient Decompositional Rule Extraction for Deep Neural Networks.
CoRR
Mateo Espinosa Zarlenga, Zohreh Shams, Mateja Jamnik
2020 J jnl
Argumentation-Based Reasoning about Plans, Maintenance Goals, and Norms.
ACM Trans. Auton. Adapt. Syst.
Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget
2020 J jnl
Incorporating network based protein complex discovery into automated model construction.
CoRR
Paul Scherer, Maja Trebacz, Nikola Simidjievski, Zohreh Shams, Helena Andrés-Terré, Pietro Liò, Mateja Jamnik
2020 B conf
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library.
IJCNN
Dmitry Kazhdan, Zohreh Shams, Pietro Liò
2020 J jnl
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library.
CoRR
Dmitry Kazhdan, Zohreh Shams, Pietro Liò
2020 J jnl
Using ontology embeddings for structural inductive bias in gene expression data analysis.
CoRR
Maja Trebacz, Zohreh Shams, Mateja Jamnik, Paul Scherer, Nikola Simidjievski, Helena Andrés-Terré, Pietro Liò
2019 Misc conf
Exploring and Conceptualising Attestation.
ICCS
Ian Oliver, John Howse, Gem Stapleton, Zohreh Shams, Mateja Jamnik
2019 J jnl
Human inference beyond syllogisms: an approach using external graphical representations.
Cogn. Process.
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams
2018 C conf
Accessible Reasoning with Diagrams: From Cognition to Automation.
Diagrams
Zohreh Shams, Yuri Sato, Mateja Jamnik, Gem Stapleton
2018 B conf
Deductive reasoning about expressive statements using external graphical representations.
CogSci
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams
2018 — ed.
Proceedings of International Workshop on Set Visualization and Reasoning (SetVR 2018) co-located with 10th International Conference on the Theory and Application of Diagrams (Diagrams 2018), Edinburgh, UK, June 18, 2018.
SetVR@Diagrams
Yuri Sato, Zohreh Shams
2018 A* conf
iCon: A Diagrammatic Theorem Prover for Ontologies.
KR
Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato
2017 C conf
How Network-based and set-based visualizations aid consistency checking in ontologies.
VINCI
Yuri Sato, Gem Stapleton, Mateja Jamnik, Zohreh Shams, Andrew Blake
2017 J jnl
Practical Reasoning with Norms for Autonomous Software Agents (Full Edition).
CoRR
Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos
2017 J jnl
Practical reasoning with norms for autonomous software agents.
Eng. Appl. Artif. Intell.
Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos
2017 C conf
Reasoning with Concept Diagrams About Antipatterns in Ontologies.
CICM
Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato
2017 — conf
Reasoning with Concept Diagrams about Antipatterns.
LPAR (Short Presentations)
Zohreh Shams, Mateja Jamnik, Gem Stapleton, Yuri Sato
2016 B conf
A Two-Phase Dialogue Game for Skeptical Preferred Semantics.
JELIA
Zohreh Shams, Nir Oren
2016 A* conf
Normative Practical Reasoning via Argumentation and Dialogue.
IJCAI
Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget
2015 — conf
Argumentation-based Normative Practical Reasoning.
TAFA
Zohreh Shams, Marina De Vos, Nir Oren, Julian A. Padget, Ken Satoh
2015 — conf
Implementation of Normative Practical Reasoning with Durative Actions.
COIN@AAMAS/IJCAI
Zohreh Shams, Marina De Vos, Julian A. Padget, Wamberto Weber Vasconcelos
2015 A* conf
Normative Practical Reasoning: An Argumentation-Based Approach.
IJCAI
Zohreh Shams
2013 — conf
ArgPROLEG: A Normative Framework for the JUF Theory.
JSAI-isAI Workshops
Zohreh Shams, Marina De Vos, Ken Satoh