Aahlad Manas Puli
5 papers · 2018–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Bronze ๐บ๏ธ Taxonomy Completionist (11) ๐ฃ Hot Topic Early Bird
๐
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
spurious correlation
(2)
domain generalization
(2)
nuisance variable
(2)
causal inference
(2)
gradient descent
(1)
learning rate
(1)
inductive bia
(1)
loss function
(1)
language model
(1)
hidden confounding
(1)
cross-entropy loss
(1)
invariant representation
(1)
observational data
(1)
missing data
(1)
cross entropy
(1)
experimental data
(1)
test performance
(1)
uniform margin
(1)
margin control
(1)
representation learning
(1)
Papers
Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning
EMNLP 2025
Donโt blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy
NeurIPS 2023
Learning Invariant Representations with Missing Data
CLeaR 2022
Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations
ICLR 2022
Removing Hidden Confounding by Experimental Grounding
NeurIPS 2018