Katharina Weitz

3 papers · 2021–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

IJCAI (2) CoNLL (1)

Top co-authors

Elisabeth Andre (3) Tobias Huber (2) Cristina Conati (1) Ruben Schlagowski (1) Silvan Mertes (1) Ngoc Thang Vu (1) Lindsey Vanderlyn (1) Christina Karle (1) Ofra Amir (1)

Research topics

Artificial Intelligence (3) Core AI · Artificial Intelligence (3) Computer Vision (1) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Core AI · Computer Vision (1) Generation (1) Learning Types (1) Models (1)

Keywords

interpretable machine learning (1) explainable ai (1) feature importance (1) saliency map (1) local explanation (1) generative adversarial network (1) image classifier (1) agent behavior (1) counterfactual explanation (1) human-ai interaction (1) dialogue system (1) mental model (1) global explanation (1) explainable reinforcement learning (1) alterfactual explanation (1) collaborative ai (1) strategy summaries (1) explanatory system (1)

Papers

Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers IJCAI 2024 Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps (Extended Abstract) IJCAI 2022 “It’s our fault!”: Insights Into Users’ Understanding and Interaction With an Explanatory Collaborative Dialog System CoNLL 2021