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Showing papers from Wroclaw University of Science and Technology, Tooploox Show all papers

45%Niche pick
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Robust Importance Sampling for Rare Events via Constrained Gaussian Mixtures

Pawel Lorek, Rafal Nowak, Rafał Topolnicki, Tomasz Trzcinski and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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medium 0/10
strict 0/5
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CounterFlowNet: From Minimal Changes to Meaningful Counterfactual Explanations

CounterFlowNet uses generative flow networks to generate sequential, sparse counterfactual explanations for tabular data with enforced actionability constraints and improved validity-sparsity trade-offs.

Oleksii Furman, Patryk Marszałek, Jan Masłowski, Marek Śmieja and 2 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 10 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 0/5