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Poster
Thu 14:00 ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model
Srishti Gautam · Ahcène Boubekki · Stine Hansen · Suaiba Salahuddin · Robert Jenssen · Marina Höhne · Michael Kampffmeyer
Poster
Wed 9:00 Self-Explaining Deviations for Coordination
Hengyuan Hu · Samuel Sokota · David Wu · Anton Bakhtin · Andrei Lupu · Brandon Cui · Jakob Foerster
Poster
Thu 14:00 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
Mateo Espinosa Zarlenga · Pietro Barbiero · Gabriele Ciravegna · Giuseppe Marra · Francesco Giannini · Michelangelo Diligenti · Zohreh Shams · Frederic Precioso · Stefano Melacci · Adrian Weller · Pietro Lió · Mateja Jamnik
Poster
Tue 9:00 Self-explaining deep models with logic rule reasoning
Seungeon Lee · Xiting Wang · Sungwon Han · Xiaoyuan Yi · Xing Xie · Meeyoung Cha
Workshop
COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data
Hossein Aboutalebi · Maya Pavlova · Mohammad Javad Shafiee · Adrian Florea · Andrew Hryniowski · Alexander Wong
Workshop
Beyond Decision Recommendations: Stop Putting Machine Learning First and Design Human-Centered AI for Decision Support
Zana Bucinca · Alexandra Chouldechova · Jennifer Wortman Vaughan · Krzysztof Z Gajos
Workshop
Explainable Multi-Agent Recommendation System for Energy-Efficient Decision Support in Smart Homes
Alona Zharova · Annika Boer · Julia Knoblauch · Kai Schewina · Jana Vihs
Workshop
Trajectory-based Explainability Framework for Offline RL
Shripad Deshmukh · Arpan Dasgupta · Chirag Agarwal · Nan Jiang · Balaji Krishnamurthy · Georgios Theocharous · Jayakumar Subramanian
Workshop
Fri 11:45 Post-Hoc Attribute-Based Explanations for Recommender Systems
Sahil Verma · Anurag Beniwal · Narayanan Sadagopan · Arjun Seshadri
Workshop
Explainable Representations of Human Interaction: Engagement Recognition model with Video Augmentation
Yubin Kim · Hae Park · Sharifa Alghowinem
Workshop
Towards Better User Requirements: How to Involve Human Participants in XAI Research
Thu Nguyen · Jichen Zhu
Workshop
Machine Learning Explainability from an Information-theoretic Perspective
Debargha Ganguly · Debayan Gupta