Anish Agarwal
9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (12)
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Cross-Pollinator
(12)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(22)
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Keyword Champion
(3)
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Conference Pioneer
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(52)
Conferences
NIPS (5)
CLEAR (1)
COLT (1)
JMLR (1)
NSDI (1)
Top co-authors
Research topics
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
NIPS 2024
Adaptive Principal Component Regression with Applications to Panel Data
NIPS 2023
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation
NSDI 2023
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
NIPS 2023
Causal Matrix Completion
COLT 2023
Causal Imputation via Synthetic Interventions
CLEAR 2022
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
NIPS 2021
On Robustness of Principal Component Regression
NIPS 2019