Anish Agarwal
9 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(3)
π
Trend Setter
ποΈ
Keyword Collector
(53)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(5)
Optimization & Theory
(5)
Core Methods
(4)
Mathematics & Optimization
(3)
Learning Types
(3)
Computer Science
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Foundations
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods
(1)
Keywords
causal inference
(4)
principal component regression
(3)
potential outcome
(2)
matrix completion
(2)
high-dimensional statistics
(2)
sparse linear regression
(1)
low-rank decomposition
(1)
offline reinforcement learning
(1)
model-based reinforcement learning
(1)
generalization error
(1)
high-dimensional regression
(1)
linear regression
(1)
sample complexity
(1)
gene expression
(1)
model identification
(1)
regret minimization
(1)
tensor completion
(1)
matrix estimation
(1)
singular value thresholding
(1)
online learning
(1)
Papers
On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls
JMLR 2025
Mutli-Armed Bandits with Network Interference
NeurIPS 2024
Adaptive Principal Component Regression with Applications to Panel Data
NeurIPS 2023
Causal Matrix Completion
COLT 2023
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation
NSDI 2023
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
NeurIPS 2023
Causal Imputation via Synthetic Interventions
CLeaR 2022
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
NeurIPS 2021
On Robustness of Principal Component Regression
NeurIPS 2019