Workshop

Explainable Deep Generative Models, Ancestral Fragments, and Murky Regions of the Protein Structure Universe
Eli Draizen · Cameron Mura · Philip Bourne

Poster

Thu 9:00

Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
Amit Dhurandhar · Karthikeyan Natesan Ramamurthy · Karthikeyan Shanmugam

Poster

Thu 14:00

Estimating and Explaining Model Performance When Both Covariates and Labels Shift
Lingjiao Chen · Matei Zaharia · James Zou

Poster

Counterfactual Temporal Point Processes
Kimia Noorbakhsh · Manuel Rodriguez

Poster

InterpretDL: Explaining Deep Models in PaddlePaddle
Xuhong Li · Haoyi Xiong · Xingjian Li · Xuanyu Wu · Zeyu Chen · Dejing Dou

Workshop

Fri 10:20

Poster

Wed 14:00

Decision Trees with Short Explainable Rules
Victor Feitosa Souza · Ferdinando Cicalese · Eduardo Laber · Marco Molinaro

Poster

Wed 9:00

Implications of Model Indeterminacy for Explanations of Automated Decisions
Marc-Etienne Brunet · Ashton Anderson · Richard Zemel

Poster

Tue 14:00

Harmonizing the object recognition strategies of deep neural networks with humans
Thomas FEL · Ivan F Rodriguez Rodriguez · Drew Linsley · Thomas Serre

Workshop

Image-computable Bayesian model for 3D motion estimation with natural stimuli explains human biases
Daniel Herrera-Esposito · Johannes Burge

Poster

Tue 9:00

Self-explaining deep models with logic rule reasoning
Seungeon Lee · Xiting Wang · Sungwon Han · Xiaoyuan Yi · Xing Xie · Meeyoung Cha

Poster

Thu 9:00

Structured Recognition for Generative Models with Explaining Away
Changmin Yu · Hugo Soulat · Neil Burgess · Maneesh Sahani