Abstract:
Demonstrations must show novel technology and must run online during the conference. Unlike poster presentations or slide shows, interaction with the audience is a critical element. Therefore, the creativity of demonstrators to propose new ways in which interaction and engagement can fully leverage this year鈥檚 virtual conference format will be particularly relevant for selection. This session has the following demonstrations:
- Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning
- AIMEE: Interactive model maintenance with rule-based surrogates
- AME: Interpretable Almost Exact Matching for Causal Inference
- Exploring Conceptual Soundness with TruLens
- An Interactive Tool for Computation with Assemblies of Neurons
Chat is not available.
Schedule
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Wed 8:30 a.m. - 8:35 a.m.
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Intro
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Talk
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Douwe Kiela 馃敆 |
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Wed 8:35 a.m. - 8:50 a.m.
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Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning ( Live Demo ) > link | Vanya BK 路 Muhammed Ameen 路 Balaji Ganesan 路 Devbrat Sharma 路 Arvind Agarwal 馃敆 |
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Wed 8:50 a.m. - 9:05 a.m.
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AIMEE: Interactive model maintenance with rule-based surrogates ( Live Demo ) > link | Owen Cornec 路 Rahul Nair 路 Oznur Alkan 路 Dennis Wei 路 Elizabeth Daly 馃敆 |
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Wed 9:05 a.m. - 9:20 a.m.
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AME: Interpretable Almost Exact Matching for Causal Inference ( Live Demo ) > link | Haoning Jiang 路 Thomas Howell 路 Neha Gupta 路 Vittorio Orlandi 路 Sudeepa Roy 路 Marco Morucci 路 Harsh Parikh 路 Alexander Volfovsky 路 Cynthia Rudin 馃敆 |
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Wed 9:20 a.m. - 9:35 a.m.
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Exploring Conceptual Soundness with TruLens ( Live Demo ) > link | Anupam Datta 路 Matt Fredrikson 路 Klas Leino 路 Kaiji Lu 路 Shayak Sen 路 Ricardo C Shih 路 Zifan Wang 馃敆 |
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Wed 9:35 a.m. - 9:50 a.m.
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An Interactive Tool for Computation with Assemblies of Neurons ( Live Demo ) > link | Seung Je Jung 路 Christos Papadimitriou 路 Santosh Vempala 馃敆 |