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Workshop
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Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data
Kevin Kasa · Graham Taylor
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Workshop
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Sat 12:05
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Keynote I: Detecting and Adapting to Distribution Shift
Chelsea Finn
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Workshop
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Sat 14:30
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Invited Talk 3: Masashi Sugiyama (RIKEN & UTokyo) - Data distribution shift
Masashi Sugiyama
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Workshop
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Sat 12:00
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Distribution Shifts in Generalist and Causal Models
Francesco Locatello
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Workshop
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(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
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Poster
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Wed 17:00
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Towards Explaining Distribution Shifts
Sean Kulinski · David I. Inouye
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Poster
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Thu 13:30
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Learning useful representations for shifting tasks and distributions
Jianyu Zhang · Leon Bottou
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Workshop
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Fri 18:20
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(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
Elan Rosenfeld · Saurabh Garg
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Workshop
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(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
Elan Rosenfeld · Saurabh Garg
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Workshop
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Adapting to Gradual Distribution Shifts with Continual Weight Averaging
Jared Fernandez · Saujas Vaduguru · Sanket Vaibhav Mehta · Yonatan Bisk · Emma Strubell
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Workshop
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(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
Elan Rosenfeld · Saurabh Garg
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Poster
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Thu 13:30
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Statistical Learning under Heterogenous Distribution Shift
Max Simchowitz · Anurag Ajay · Pulkit Agrawal · Akshay Krishnamurthy
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