Aahlad Manas Puli
5 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
NIPS (2)
CLEAR (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
causal inference
(1)
shortcut learning
(1)
domain generalization
(1)
causal effect estimation
(1)
gradient descent
(1)
learning rate
(1)
inductive bia
(1)
loss function
(1)
language model
(1)
spurious correlation
(1)
hidden confounding
(1)
cross-entropy loss
(1)
invariant representation
(1)
observational datum
(1)
missing datum
(1)
cross entropy
(1)
experimental datum
(1)
test performance
(1)
uniform margin
(1)
nuisance variable
(1)
Papers
Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning
EMNLP 2025
Donβt blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy
NIPS 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
NIPS 2018