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Poster
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Tue 9:00
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Systematic generalisation with group invariant predictions
Faruk Ahmed · Yoshua Bengio · Harm van Seijen · Aaron Courville
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Poster
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Wed 17:00
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Empirical or Invariant Risk Minimization? A Sample Complexity Perspective
Kartik Ahuja · Jun Wang · Amit Dhurandhar · Karthikeyan Shanmugam · Kush R Varshney
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Poster
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Wed 1:00
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Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian · marc lelarge
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Poster
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Mon 17:00
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Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
Karan Goel · Albert Gu · Yixuan Li · Christopher Re
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Workshop
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Fri 12:58
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CIGMO: Learning categorical invariant deep generative models from grouped data
Haruo Hosoya
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Spotlight
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Mon 12:35
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Systematic generalisation with group invariant predictions
Faruk Ahmed · Yoshua Bengio · Harm van Seijen · Aaron Courville
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Workshop
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SHIFT INVARIANCE CAN REDUCE ADVERSARIAL ROBUSTNESS
Songwei Ge
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Oral
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Thu 11:15
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SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness
Mikhail Yurochkin · Yuekai Sun
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