Mateja Jamnik
Orcid: 0000-0003-2772-2532
According to our database1,
Mateja Jamnik
authored at least 134 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
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Bibliography
2024
CoRR, 2024
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting.
CoRR, 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Intelligent Computer Mathematics - 17th International Conference, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
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), 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
A Human Information Processing Theory of the Interpretation of Visualizations: Demonstrating Its Utility.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Trans. Mach. Learn. Res., 2023
Enhancing Representation Learning on High-Dimensional, Small-Size Tabular Data: A Divide and Conquer Method with Ensembled VAEs.
CoRR, 2023
ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data.
CoRR, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2023
Proceedings of the Trustworthy Machine Learning for Healthcare, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 8th International Conference on Formal Structures for Computation and Deduction, 2023
A novel interaction for competence assessment using micro-behaviors: : Extending CACHET to graphs and charts.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Representational Systems Theory: A Unified Approach to Encoding, Analysing and Transforming Representations.
CoRR, 2022
Unsupervised construction of computational graphs for gene expression data with explicit structural inductive biases.
Bioinform., 2022
Proceedings of the 2022 IEEE Symposium on Visual Languages and Human-Centric Computing, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Learning on Graphs Conference, 2022
Proceedings of the 3rd Human-Like Computing Workshop (HLC 2022) co-located with the 2nd International Joint Conference on Learning and Reasoning (IJCLR 2022), 2022
Proceedings of the 3rd Human-Like Computing Workshop (HLC 2022) co-located with the 2nd International Joint Conference on Learning and Reasoning (IJCLR 2022), 2022
Proceedings of the Diagrammatic Representation and Inference, 2022
Proceedings of the Diagrammatic Representation and Inference, 2022
Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations.
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022
On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Endowing Machines with the Expert Human Ability to Select Representations: Why and How.
Proceedings of the Human-Like Machine Intelligence., 2022
2021
Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches.
CoRR, 2021
Proceedings of the 12th International Conference on Interactive Theorem Proving, 2021
Proceedings of the Diagrammatic Representation and Inference, 2021
Proceedings of the Diagrammatic Representation and Inference, 2021
Proceedings of the Diagrammatic Representation and Inference, 2021
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
2020
CoRR, 2020
Using ontology embeddings for structural inductive bias in gene expression data analysis.
CoRR, 2020
CoRR, 2020
Incorporating network based protein complex discovery into automated model construction.
CoRR, 2020
CoRR, 2020
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2020
Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Diagrammatic Representation and Inference, 2020
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020
Bayesian Optimisation for Premise Selection in Automated Theorem Proving (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods.
Proceedings of the Workshop on Artificial Intelligence Safety, 2020
2019
Human inference beyond syllogisms: an approach using external graphical representations.
Cogn. Process., 2019
CoRR, 2019
Proceedings of the Vampire 2018 and Vampire 2019. The 5th and 6th Vampire Workshops, 2019
Proceedings of the Intelligent Computer Mathematics - 12th International Conference, 2019
Proceedings of the KI 2019: Advances in Artificial Intelligence, 2019
Proceedings of the Graph-Based Representation and Reasoning, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
2018
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, 2018
Proceedings of the Diagrammatic Representation and Inference, 2018
Proceedings of the Diagrammatic Representation and Inference, 2018
Proceedings of the Diagrammatic Representation and Inference, 2018
Deductive reasoning about expressive statements using external graphical representations.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
2017
What Makes an Effective Representation of Information: A Formal Account of Observational Advantages.
J. Log. Lang. Inf., 2017
How Network-based and set-based visualizations aid consistency checking in ontologies.
Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017
Proceedings of the Intelligent Computer Mathematics - 10th International Conference, 2017
Proceedings of the IWIL@LPAR 2017 Workshop and LPAR-21 Short Presentations, 2017
2016
Proceedings of the 12th Workshop on User Interfaces for Theorem Provers, 2016
Proceedings of the 2016 IEEE Symposium on Visual Languages and Human-Centric Computing, 2016
Proceedings of the Diagrammatic Representation and Inference, 2016
2015
Proceedings of the 2015 IEEE Symposium on Visual Languages and Human-Centric Computing, 2015
Proceedings of the 17th Eurographics Conference on Visualization, 2015
2014
Teach and try: A simple interaction technique for exploratory data modelling by end users.
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2014
Proceedings of the Diagrammatic Representation and Inference, 2014
2013
Proceedings of the 2013 IEEE Symposium on Visual Languages and Human Centric Computing, 2013
2012
Proceedings of the Diagrammatic Representation and Inference, 2012
Proceedings of the Automated Reasoning - 6th International Joint Conference, 2012
2011
Proceedings of the Interactive Theorem Proving - Second International Conference, 2011
2010
Proceedings of the Diagrammatic Representation and Inference, 6th International Conference, 2010
2008
Proceedings of the Diagrammatic Representation and Inference, 5th International Conference, 2008
2005
Proceedings of the 12th Symposium on the Integration of Symbolic Computation and Mechanized Reasoning, 2005
Proceedings of the Mechanizing Mathematical Reasoning, 2005
2004
Proceedings of the Logic for Programming, 2004
Proceedings of the Diagrammatic Representation and Inference, 2004
Proceedings of the Diagrammatic Representation and Inference, 2004
2003
Proceedings of the 4th International Workshop on First-Order Theorem Proving, 2003
2002
Automatic Learning in Proof Planning.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Proceedings of the Diagrammatic Representation and Inference, 2002
Proceedings of the Diagrammatic Representation and Reasoning, 2002
2001
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001
2000
Proceedings of the Theory and Application of Diagrams, First International Conference, 2000
Proceedings of the Seventh Workshop on Automated Reasoning, 2000
1999
Proceedings of the Systems for Integrated Computation and Deduction, 1999
1997
Automation of Diagrammatic Reasoning.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997