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Workshop
Severity Assessment of COVID-19 Pneumonia from Chest X-rays using Interpretable Machine Learning and a Multi-reader Dataset
Mohammadreza Zandehshahvar · Yashar Kiarashinejad · Ali Adibi
Workshop
Tue 8:50 [S1] Interpreting BERT architecture predictions for peptide presentation by MHC class I proteins
Hans-Christof Gasser
Workshop
Tue 8:57 [S3] Interpretability in Gated Modular Neural Networks
Yamuna Krishnamurthy · Chris Watkins
Poster
Tue 8:30 Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling
Naoya Takeishi · Alexandros Kalousis
Poster
Thu 16:30 Fairness via Representation Neutralization
Mengnan Du · Subhabrata Mukherjee · Guanchu Wang · Ruixiang Tang · Ahmed Awadallah · Xia Hu
Poster
Thu 0:30 Learning interaction rules from multi-animal trajectories via augmented behavioral models
Keisuke Fujii · Naoya Takeishi · Kazushi Tsutsui · Emyo Fujioka · Nozomi Nishiumi · Ryoya Tanaka · Mika Fukushiro · Kaoru Ide · Hiroyoshi Kohno · Ken Yoda · Susumu Takahashi · Shizuko Hiryu · Yoshinobu Kawahara
Poster
Wed 0:30 Scalable Rule-Based Representation Learning for Interpretable Classification
Zhuo Wang · Wei Zhang · Ning Liu · Jianyong Wang
Poster
Wed 16:30 TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
Zhuchen Shao · Hao Bian · Yang Chen · Yifeng Wang · Jian Zhang · Xiangyang Ji · yongbing zhang
Poster
Fri 8:30 CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age
Dani Kiyasseh · Tingting Zhu · David Clifton
Poster
Thu 8:30 Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems
Jimmy Smith · Scott Linderman · David Sussillo
Spotlight
Neural Additive Models: Interpretable Machine Learning with Neural Nets
Rishabh Agarwal · Levi Melnick · Nicholas Frosst · Xuezhou Zhang · Ben Lengerich · Rich Caruana · Geoffrey Hinton
Poster
Tue 16:30 Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning
Guiliang Liu · Xiangyu Sun · Oliver Schulte · Pascal Poupart