Josh Gardner
5 papers · 2022–2024 · 1 conference · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
π₯
Mega-Team
(60)
Conferences
NIPS (5)
Top co-authors
Keywords
tabular datum
(2)
domain generalization
(1)
ensemble learning
(1)
multimodal learning
(1)
instruction following
(1)
distribution shift
(1)
tree-based ensemble
(1)
language model
(1)
vision language model
(1)
vision-language model
(1)
subgroup robustness
(1)
out-of-distribution evaluation
(1)
fair machine learning
(1)
human evaluation
(1)
data curation
(1)
data filtering
(1)
automatic evaluation
(1)
hyperparameter sensitivity
(1)
tree-based method
(1)
benchmark evaluation
(1)
Papers
DataComp-LM: In search of the next generation of training sets for language models
NIPS 2024
Large Scale Transfer Learning for Tabular Data via Language Modeling
NIPS 2024
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
NIPS 2023
Benchmarking Distribution Shift in Tabular Data with TableShift
NIPS 2023
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
NIPS 2022