Assent, Ira

15 publications

ICLR 2026 Internal Evaluation of Density-Based Clusterings with Noise Anna Beer, Lena Krieger, Pascal Weber, Martin Ritzert, Ira Assent, Claudia Plant

ICLR 2026 RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities over 8 Hours Rafael Pablos Sarabia, Joachim Nyborg, Morten Birk, Jeppe Liborius Sjørup, Anders Lillevang Vesterholt, Ira Assent

WACV 2025 Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks Alessio Quercia, Erenus Yildiz, Zhuo Cao, Kai Krajsek, Abigail Morrison, Ira Assent, Hanno Scharr

ICLR 2025 FairDen: Fair Density-Based Clustering Lena Krieger, Anna Beer, Pernille Matthews, Anneka Myrup Thiesson, Ira Assent

AAAI 2025 InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series Viet-Hung Tran, Zichi Zhang, Tuan Dung Pham, Ngoc Phu Doan, Anh-Tuan Hoang, Peixin Li, Hans Vandierendonck, Ira Assent, Son T. Mai

NeurIPS 2025 LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching Zhuo Cao, Xuan Zhao, Lena Krieger, Hanno Scharr, Ira Assent

NeurIPS 2025 MIX: A Multi-View Time-Frequency Interactive Explanation Framework for Time Series Classification Viet-Hung Tran, Ngoc Phu Doan, Zichi Zhang, Tuan Dung Pham, Phi Hung Nguyen, Xuan Hoang Nguyen, Hans Vandierendonck, Ira Assent, Son T. Mai

TMLR 2025 Random Erasing vs. Model Inversion: A Promising Defense or a False Hope? Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ira Assent, Alex Kot, Ngai-Man Cheung

NeurIPS 2025 Ultrametric Cluster Hierarchies: I Want ‘em All! Andrew Draganov, Pascal Weber, Rasmus Skibdahl Melanchton Jørgensen, Anna Beer, Claudia Plant, Ira Assent

IJCAI 2023 ActUp: Analyzing and Consolidating tSNE and UMAP Andrew Draganov, Jakob Rødsgaard Jørgensen, Katrine Scheel, Davide Mottin, Ira Assent, Tyrus Berry, Çigdem Aslay

MLJ 2023 UCoDe: Unified Community Detection with Graph Convolutional Networks Atefeh Moradan, Andrew Draganov, Davide Mottin, Ira Assent

CVPRW 2022 Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding Joachim Nyborg, Charlotte Pelletier, Ira Assent

MLJ 2015 MultiClust Special Issue on Discovering, Summarizing and Using Multiple Clusterings Emmanuel Müller, Ira Assent, Stephan Günnemann, Thomas Seidl, Jennifer G. Dy

ECML-PKDD 2013 Local Outlier Detection with Interpretation Xuan-Hong Dang, Barbora Micenková, Ira Assent, Raymond T. Ng

ECML-PKDD 2008 Pleiades: Subspace Clustering and Evaluation Ira Assent, Emmanuel Müller, Ralph Krieger, Timm Jansen, Thomas Seidl