Abbavaram Gowtham Reddy
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (12)
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Taxonomy Completionist
(14)
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Grand Slam
Conferences
AAAI (3)
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
neural network
(3)
causal inference
(3)
structural causal model
(2)
causal discovery
(1)
causal effect estimation
(1)
causal sufficiency
(1)
domain knowledge
(1)
generative model
(1)
causal effect
(1)
propensity score
(1)
causal mechanism
(1)
non-i.i.d. datum
(1)
observational datum
(1)
confounding detection
(1)
unobserved confounding
(1)
causal mechanism shift
(1)
causal disentanglement
(1)
domain prior
(1)
neurosymbolic method
(1)
potential outcomes framework
(1)
Papers
Teaching Transformers Causal Reasoning through Axiomatic Training
ICML 2025
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
ICLR 2025
Detecting and Measuring Confounding Using Causal Mechanism Shifts
NIPS 2024
Towards Learning and Explaining Indirect Causal Effects in Neural Networks
AAAI 2024
NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation
AAAI 2024
Matching Learned Causal Effects of Neural Networks with Domain Priors
ICML 2022
On Causally Disentangled Representations
AAAI 2022