Aahlad Puli
9 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(26)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(7)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(5)
Learning Types · Machine Learning
(5)
Knowledge & Reasoning
(2)
Reasoning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
survival analysis
(2)
causal inference
(2)
causal effect estimation
(2)
contrastive learning
(1)
statistical inference
(1)
transfer learning
(1)
variable selection
(1)
sentiment analysis
(1)
medical imaging
(1)
multimodal learning
(1)
statistical testing
(1)
cross-modal retrieval
(1)
feature attribution
(1)
deep learning
(1)
hypothesis testing
(1)
domain adaptation
(1)
mutual information
(1)
statistical hypothesis testing
(1)
false discovery rate
(1)
representation learning
(1)
Papers
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities
NeurIPS 2024
Explanations that reveal all through the definition of encoding
NeurIPS 2024
DIET: Conditional independence testing with marginal dependence measures of residual information
AISTATS 2023
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations
MLHC 2023
CONTRA: Contrarian statistics for controlled variable selection
AISTATS 2021
Inverse-Weighted Survival Games
NeurIPS 2021
Causal Estimation with Functional Confounders
NeurIPS 2020
General Control Functions for Causal Effect Estimation from IVs
NeurIPS 2020
X-CAL: Explicit Calibration for Survival Analysis
NeurIPS 2020