Aahlad Puli
9 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(27)
π
Interdisciplinary Bridge
ποΈ
Keyword Collector
(50)
Conferences
NIPS (6)
AISTATS (2)
MLHC (1)
Top co-authors
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)
hypothesis testing
(1)
multi-modal learning
(1)
cross-modal retrieval
(1)
feature attribution
(1)
deep learning
(1)
domain adaptation
(1)
statistical testing
(1)
mutual information
(1)
statistical hypothesis testing
(1)
false discovery rate
(1)
Papers
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities
NIPS 2024
Explanations that reveal all through the deο¬nition of encoding
NIPS 2024
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations
MLHC 2023
DIET: Conditional independence testing with marginal dependence measures of residual information
AISTATS 2023
CONTRA: Contrarian statistics for controlled variable selection
AISTATS 2021
Inverse-Weighted Survival Games
NIPS 2021
X-CAL: Explicit Calibration for Survival Analysis
NIPS 2020
General Control Functions for Causal Effect Estimation from IVs
NIPS 2020
Causal Estimation with Functional Confounders
NIPS 2020