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Workshop
Revisiting Attention Weights as Explanations from an Information Theoretic Perspective
Bingyang Wen · Koduvayur (Suba) Subbalakshmi · Fan Yang
Workshop
Pragmatic AI Explanations
Shi Feng · Chenhao Tan
Workshop
But Are You Sure? Quantifying Uncertainty in Model Explanations
Charles Marx · Youngsuk Park · Hilaf Hasson · Yuyang (Bernie) Wang · Stefano Ermon · Chaitanya Baru
Poster
Wed 14:00 OpenXAI: Towards a Transparent Evaluation of Model Explanations
Chirag Agarwal · Satyapriya Krishna · Eshika Saxena · Martin Pawelczyk · Nari Johnson · Isha Puri · Marinka Zitnik · Himabindu Lakkaraju
Workshop
Trust Explanations to Do What They Say
Neil Natarajan · Reuben Binns · Jun Zhao · Nigel Shadbolt
Competition
Tue 4:15 Baselines explanation and competition results
Dustin Carrión-Ojeda
Poster
Tue 14:00 Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor
Salim I. Amoukou · Nicolas Brunel