Abhineet Agarwal
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(11)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (3)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
decision tree
(2)
online learning
(1)
ridge regression
(1)
sample complexity
(1)
regret minimization
(1)
sparse regression
(1)
sparse linear regression
(1)
multi-armed bandit
(1)
generalization bound
(1)
additive model
(1)
minimax rate
(1)
network interference
(1)
generalization lower bound
(1)
rate-distortion theory
(1)
random forest
(1)
shap value
(1)
latent structure
(1)
potential outcome
(1)
adaptive experimentation
(1)
hierarchical shrinkage
(1)
Papers
SPEX: Scaling Feature Interaction Explanations for LLMs
ICML 2025
Mutli-Armed Bandits with Network Interference
NIPS 2024
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance
ICML 2024
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
NIPS 2023
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds
AISTATS 2022
Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models.
ICML 2022