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Oral
Wed Jun 12 04:00 PM -- 04:20 PM (PDT) @ Seaside Ballroom
Do ImageNet Classifiers Generalize to ImageNet?
In Robust Statistics and Interpretability
Benjamin Recht · Rebecca Roelofs · Ludwig Schmidt · Vaishaal Shankar
[ Video] 
Oral
Wed Jun 12 04:20 PM -- 04:25 PM (PDT) @ Seaside Ballroom
Exploring the Landscape of Spatial Robustness
In Robust Statistics and Interpretability
Logan Engstrom · Brandon Tran · Dimitris Tsipras · Ludwig Schmidt · Aleksander Madry
[ Slides]  [ Video] 
Oral
Wed Jun 12 04:25 PM -- 04:30 PM (PDT) @ Seaside Ballroom
Sever: A Robust Meta-Algorithm for Stochastic Optimization
In Robust Statistics and Interpretability
Ilias Diakonikolas · Gautam Kamath · Daniel Kane · Jerry Li · Jacob Steinhardt · Alistair Stewart
[ Slides]  [ Video] 
Oral
Wed Jun 12 04:30 PM -- 04:35 PM (PDT) @ Seaside Ballroom
Analyzing Federated Learning through an Adversarial Lens
In Robust Statistics and Interpretability
Arjun Nitin Bhagoji · Supriyo Chakraborty · Prateek Mittal · Seraphin Calo
[ Slides]  [ Video] 
Oral
Wed Jun 12 04:35 PM -- 04:40 PM (PDT) @ Seaside Ballroom
Fairwashing: the risk of rationalization
In Robust Statistics and Interpretability
Ulrich AIVODJI · Hiromi Arai · Olivier Fortineau · Sébastien Gambs · Satoshi Hara · Alain Tapp
[ Slides]  [ Video] 
Oral
Wed Jun 12 04:40 PM -- 05:00 PM (PDT) @ Seaside Ballroom
Understanding the Origins of Bias in Word Embeddings
In Robust Statistics and Interpretability
Marc-Etienne Brunet · Colleen Alkalay-Houlihan · Ashton Anderson · Richard Zemel
[ Video] 
Oral
Wed Jun 12 05:00 PM -- 05:05 PM (PDT) @ Seaside Ballroom
Bias Also Matters: Bias Attribution for Deep Neural Network Explanation
In Robust Statistics and Interpretability
Shengjie Wang · Tianyi Zhou · Jeff Bilmes
[ Slides]  [ Video] 
Oral
Wed Jun 12 05:05 PM -- 05:10 PM (PDT) @ Seaside Ballroom
Interpreting Adversarially Trained Convolutional Neural Networks
In Robust Statistics and Interpretability
Tianyuan Zhang · Zhanxing Zhu
[ Slides]  [ Video] 
Oral
Wed Jun 12 05:10 PM -- 05:15 PM (PDT) @ Seaside Ballroom
Counterfactual Visual Explanations
In Robust Statistics and Interpretability
Yash Goyal · Ziyan Wu · Jan Ernst · Dhruv Batra · Devi Parikh · Stefan Lee
[ Slides]  [ Video] 
Oral
Wed Jun 12 05:15 PM -- 05:20 PM (PDT) @ Seaside Ballroom
Data Poisoning Attacks on Stochastic Bandits
In Robust Statistics and Interpretability
Fang Liu · Ness Shroff
[ Slides]  [ Video]