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Robustness Techniques & Toolkits for Applied AI
April 28, 2022
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Overview of Model Validation Pipeline
April 27, 2022
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PUMA: Performance Unchanged Model Augmentation for Training Data Removal
March 3, 2022
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Our NeurIPS 2021 Accepted Papers
Dec. 16, 2021
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Our NeurIPS 2021 Reading List
Dec. 3, 2021
Two overlapping data lines, showing a corresponding pattern on the left and right of the intersecting area. The background is a gradient of navy blue to royal blue, the data lines are white, and two data points mustard yellow and light green.
Heterogeneous Multi-task Learning with Expert Diversity
Oct. 27, 2021
Three blue cartoon pixel characters on a black to navy blue gradient background with falling dots behind them. One has an anchor, the second is holding a caution sign, and the third is holding a shield.
Desired characteristics for real-world RL agents
Oct. 4, 2021
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Tutorial #17: Transformers III: Training
Aug. 6, 2021
Two abstract triangles on a dark blue to royal blue gradient background. Each side of the shape is labelled with a mathematical notation.
Tutorial #19: Parsing III: PCFGs and the inside-outside algorithm
Aug. 3, 2021
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Tutorial #16: Transformers II: Extensions
July 8, 2021