Search Results for author: Jérémy Scheurer

Found 4 papers, 2 papers with code

Few-shot Adaptation Works with UnpredicTable Data

1 code implementation1 Aug 2022 Jun Shern Chan, Michael Pieler, Jonathan Jao, Jérémy Scheurer, Ethan Perez

Finetuning on the resulting dataset leads to improved FSL performance on Natural Language Processing (NLP) tasks, but not proportionally to dataset scale.

Domain Adaptation Few-Shot Learning

Instance-wise algorithm configuration with graph neural networks

1 code implementation10 Feb 2022 Romeo Valentin, Claudio Ferrari, Jérémy Scheurer, Andisheh Amrollahi, Chris Wendler, Max B. Paulus

We pose this task as a supervised learning problem: First, we compile a large dataset of the solver performance for various configurations and all provided MILP instances.

Combinatorial Optimization

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