Abhineet Agarwal
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(17)
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Core Methods
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
decision tree
(2)
reinforcement learning
(1)
online learning
(1)
ridge regression
(1)
sample complexity
(1)
regret minimization
(1)
sparse regression
(1)
sparse linear regression
(1)
feature interaction
(1)
multi-armed bandit
(1)
generalization bound
(1)
additive model
(1)
minimax rate
(1)
language model
(1)
network interference
(1)
generalization lower bound
(1)
rate-distortion theory
(1)
random forest
(1)
shap value
(1)
latent structure
(1)
Papers
SPEX: Scaling Feature Interaction Explanations for LLMs
ICML 2025
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance
ICML 2024
Mutli-Armed Bandits with Network Interference
NeurIPS 2024
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
NeurIPS 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