Ana Lucic

44 papers A* 4A 1Misc 1Journal 25Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A foundation model for the Earth system.
Nat.
Cristian Bodnar, Wessel P. Bruinsma, Ana Lucic, Megan Stanley, Anna Allen, Johannes Brandstetter, Patrick Garvan, Maik Riechert, Jonathan A. Weyn, Haiyu Dong, Jayesh K. Gupta, Kit Thambiratnam, Alexander T. Archibald, Chun-Chieh Wu, Elizabeth Heider, Max Welling, Richard E. Turner, Paris Perdikaris
2025 J jnl
Group Equivariance Meets Mechanistic Interpretability: Equivariant Sparse Autoencoders.
CoRR
Ege Erdogan, Ana Lucic
2025 J jnl
Information Retrieval for Climate Impact.
CoRR
Maarten de Rijke, Bart van den Hurk, Flora Salim, Alaa Al Khourdajie, Nan Bai, Renato Calzone, Declan J. Curran, Getnet Demil, Lesley Frew, Noah Gießing, Mukesh Kumar Gupta, Maria Heuss, Sanaa Hobeichi, David Huard, Jingwei Kang, Ana Lucic, Tanwi Mallick, Shruti Nath, Andrew Okem, Barbara Pernici, Thilina Rajapakse, Hira Saleem, Harry Scells, Nicole Schneider, Damiano Spina, Yuanyuan Tian, Edmund Totin, Andrew Trotman, Ramamurthy Valavandan, Dereje Workneh, Yangxinyu Xie
2025 J jnl
Learning to Detect Novel Species with SAM in the Wild.
Int. J. Comput. Vis.
Garvita Allabadi, Ana Lucic, Yu-Xiong Wang, Vikram S. Adve
2025 J jnl
Report on the 1st Workshop on Information Retrieval for Climate Impact (MANILA24) at SIGIR 2024.
SIGIR Forum
Maarten de Rijke, Bart van den Hurk, Flora Salim, Alaa Al Khourdajie, Nan Bai, Renato Calzone, Declan J. Curran, Getnet Demil, Lesley Frew, Noah Gießing, Mukesh Kumar Gupta, Maria Heuss, Sanaa Hobeichi, David Huard, Jingwei Kang, Ana Lucic, Tanwi Mallick, Shruti Nath, Andrew Okem, Barbara Pernici, Thilina Rajapakse, Hira Saleem, Harry Scells, Nicole Schneider, Damiano Spina, Yuanyuan Tian, Edmund Totin, Andrew Trotman, Ramamurthy Valavandan, Dereje Workneh, Yangxinyu Xie
2025 J jnl
Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs.
CoRR
Angela van Sprang, Laurens Samson, Ana Lucic, Erman Acar, Sennay Ghebreab, Yuki M. Asano
2024 J jnl
Aurora: A Foundation Model of the Atmosphere.
CoRR
Cristian Bodnar, Wessel P. Bruinsma, Ana Lucic, Megan Stanley, Johannes Brandstetter, Patrick Garvan, Maik Riechert, Jonathan A. Weyn, Haiyu Dong, Anna Vaughan, Jayesh K. Gupta, Kit Thambiratnam, Alexander T. Archibald, Elizabeth Heider, Max Welling, Richard E. Turner, Paris Perdikaris
2024 A* conf
Clifford-Steerable Convolutional Neural Networks.
ICML
Maksim Zhdanov, David Ruhe, Maurice Weiler, Ana Lucic, Johannes Brandstetter, Patrick Forré
2024 J jnl
Clifford-Steerable Convolutional Neural Networks.
CoRR
Maksim Zhdanov, David Ruhe, Maurice Weiler, Ana Lucic, Johannes Brandstetter, Patrick Forré
2023 J jnl
Semi-Supervised Object Detection in the Open World.
CoRR
Garvita Allabadi, Ana Lucic, Peter Pao-Huang, Yu-Xiong Wang, Vikram S. Adve
2022 — conf
A Song of (Dis)agreement: Evaluating the Evaluation of Explainable Artificial Intelligence in Natural Language Processing.
HHAI
Michael Neely, Stefan F. Schouten, Maurits J. R. Bleeker, Ana Lucic
2022 J jnl
A Song of (Dis)agreement: Evaluating the Evaluation of Explainable Artificial Intelligence in Natural Language Processing.
CoRR
Michael Neely, Stefan F. Schouten, Maurits J. R. Bleeker, Ana Lucic
2022 J jnl
Barriers to computer vision applications in pig production facilities.
Comput. Electron. Agric.
Jiangong Li, Angela Green-Miller, Xiaodan Hu, Ana Lucic, Mahesh Mohan M. R., Ryan N. Dilger, Isabella C. F. S. Condotta, Brian Aldridge, John M. Hart, Narendra Ahuja
2022 A conf
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks.
AISTATS
Ana Lucic, Maartje A. ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri
2022 J jnl
Explaining Predictions from Machine Learning Models: Algorithms, Users, and Pedagogy.
CoRR
Ana Lucic
2022 A* conf
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles.
AAAI
Ana Lucic, Harrie Oosterhuis, Hinda Haned, Maarten de Rijke
2022 A* conf
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence.
AAAI
Ana Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke
2022 A* conf
Towards Reproducible Machine Learning Research in Information Retrieval.
SIGIR
Ana Lucic, Maurits J. R. Bleeker, Maarten de Rijke, Koustuv Sinha, Sami Jullien, Robert Stojnic
2022 — conf
Towards Reproducible Machine Learning Research in Natural Language Processing.
ACL (tutorial)
Ana Lucic, Maurits J. R. Bleeker, Samarth Bhargav, Jessica Zosa Forde, Koustuv Sinha, Jesse Dodge, Sasha Luccioni, Robert Stojnic
2022 J jnl
Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users.
CoRR
Ana Lucic, Sheeraz Ahmad, Amanda Furtado Brinhosa, Vera Liao, Himani Agrawal, Umang Bhatt, Krishnaram Kenthapadi, Alice Xiang, Maarten de Rijke, Nicholas Drabowski
2021 J jnl
A Multistakeholder Approach Towards Evaluating AI Transparency Mechanisms.
CoRR
Ana Lucic, Madhulika Srikumar, Umang Bhatt, Alice Xiang, Ankur Taly, Q. Vera Liao, Maarten de Rijke
2021 J jnl
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks.
CoRR
Ana Lucic, Maartje ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri
2021 J jnl
Order in the Court: Explainable AI Methods Prone to Disagreement.
CoRR
Michael Neely, Stefan F. Schouten, Maurits J. R. Bleeker, Ana Lucic
2021 J jnl
Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence through the Lens of Reproducibility.
CoRR
Ana Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke
2021 J jnl
To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression Predictions.
CoRR
Kim de Bie, Ana Lucic, Hinda Haned
2020 J jnl
Reading Chicago Reading: Quantitative Analysis of a Repeating Literary Program.
Digit. Humanit. Q.
John Shanahan, Robin Burke, Ana Lucic
2020 — conf
Why does my model fail?: contrastive local explanations for retail forecasting.
FAT*
Ana Lucic, Hinda Haned, Maarten de Rijke
2019 J jnl
Actionable Interpretability through Optimizable Counterfactual Explanations for Tree Ensembles.
CoRR
Ana Lucic, Harrie Oosterhuis, Hinda Haned, Maarten de Rijke
2019 J jnl
Contrastive Explanations for Large Errors in Retail Forecasting Predictions through Monte Carlo Simulations.
CoRR
Ana Lucic, Hinda Haned, Maarten de Rijke
2019 J jnl
Explaining Predictions from Tree-based Boosting Ensembles.
CoRR
Ana Lucic, Hinda Haned, Maarten de Rijke
2019 J jnl
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval.
SIGIR Forum
Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, Michael D. Ekstrand, Adam Roegiest, Aldo Lipani, Alex Beutel, Ana Lucic, Ana-Andreea Stoica, Anubrata Das, Asia Biega, Bart Voorn, Claudia Hauff, Damiano Spina, David D. Lewis, Douglas W. Oard, Emine Yilmaz, Faegheh Hasibi, Gabriella Kazai, Graham McDonald, Hinda Haned, Iadh Ounis, Ilse van der Linden, Joris Baan, Kamuela N. Lau, Krisztian Balog, Mahmoud F. Sayed, Maria Panteli, Mark Sanderson, Matthew Lease, Preethi Lahoti, Toshihiro Kamishima
2019 — conf
Unsupervised Clustering with Smoothing for Detecting Paratext Boundaries in Scanned Documents.
JCDL
Ana Lucic, Robin Burke, John Shanahan
2017 — —
Automatically identifying facet roles from comparative structures to support biomedical text summarization
Ana Lucic
2017 — conf
Circulation Modeling of Library Book Promotions.
JCDL
Robin Burke, Ana Lucic, John Shanahan
2017 — conf
Real and Imagined Geography at City-Scale: Sentiment Analysis of Chicago's "One Book" Program.
DH
Ana Lucic, John Shanahan
2016 Misc conf
Improving Endpoint Detection to Support Automated Systematic Reviews.
AMIA
Ana Lucic, Catherine Blake
2016 — conf
Preparing a workforce to effectively reuse data.
ASIST
Ana Lucic, Catherine Blake
2015 J jnl
A syntactic characterization of authorship style surrounding proper names.
Digit. Scholarsh. Humanit.
Ana Lucic, Catherine Blake
2015 J jnl
Automatic endpoint detection to support the systematic review process.
J. Biomed. Informatics
Catherine Blake, Ana Lucic
2015 — conf
Learning user-defined, domain-specific relations: A situated case study and evaluation in plant science.
ASIST
Ana Lucic, Catherine Blake
2013 — conf
The University of Illinois' Graduate School of Library and Information Science at TREC 2013.
TREC
Miles Efron, Craig Willis, Peter Organisciak, Brian Balsamo, Ana Lucic
2012 — conf
Characterizing Authorship Style Using Linguistic Features.
DH
Ana Lucic, Catherine Blake
2012 — conf
The University of Illinois' Graduate School of Library and Information Science at TREC 2012.
TREC
Miles Efron, Jana Deisner, Peter Organisciak, Garrick Sherman, Ana Lucic
2011 — conf
Comparing the Similarities and Differences between Two Translations.
DH
Ana Lucic, Catherine Blake