Miruna Oprescu
11 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(12)
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(50)
💎
Century Club
(11)
Conferences
NIPS (5)
ICML (4)
AISTATS (2)
Top co-authors
Keywords
causal inference
(7)
heterogeneous treatment effect
(4)
conditional average treatment effect
(3)
instrumental variable
(2)
pac learning
(1)
quantile regression
(1)
representation learning
(1)
regret bound
(1)
online learning
(1)
asymptotic normality
(1)
deep neural network
(1)
delayed feedback
(1)
optimistic algorithm
(1)
robust markov decision process
(1)
hidden confounding
(1)
continuous action space
(1)
subseasonal forecasting
(1)
low-rank mdp
(1)
distributional shift
(1)
climate prediction
(1)
Papers
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
ICML 2025
Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data
NIPS 2024
Low-rank MDPs with Continuous Action Spaces
AISTATS 2024
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
NIPS 2024
Robust and Agnostic Learning of Conditional Distributional Treatment Effects
AISTATS 2023
SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking
NIPS 2023
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding
ICML 2023
Online Learning with Optimism and Delay
ICML 2021
Estimating the Long-Term Effects of Novel Treatments
NIPS 2021
Orthogonal Random Forest for Causal Inference
ICML 2019
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments
NIPS 2019