Abbavaram Gowtham Reddy
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Grand Slam
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(5)
Knowledge & Reasoning
(4)
Reasoning
(4)
Core Methods
(3)
Bayesian & Probabilistic
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
neural network
(3)
causal inference
(3)
large language model
(2)
structural causal model
(2)
causal sufficiency
(1)
domain knowledge
(1)
neural network training
(1)
causal effect
(1)
causal effect estimation
(1)
propensity score
(1)
causal mechanism
(1)
generative model
(1)
non-i.i.d. data
(1)
domain-specific language
(1)
confounding detection
(1)
observational data
(1)
unobserved confounding
(1)
causal graph
(1)
causal mechanism shift
(1)
generalization
(1)
Papers
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
ICLR 2025
Teaching Transformers Causal Reasoning through Axiomatic Training
ICML 2025
Detecting and Measuring Confounding Using Causal Mechanism Shifts
NeurIPS 2024
NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation
AAAI 2024
Towards Learning and Explaining Indirect Causal Effects in Neural Networks
AAAI 2024
Matching Learned Causal Effects of Neural Networks with Domain Priors
ICML 2022
On Causally Disentangled Representations
AAAI 2022