Daolang Huang
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(11)
Conferences
NIPS (3)
AISTATS (2)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
probabilistic modeling
(1)
model misspecification
(1)
uncertainty quantification
(1)
experimental design
(1)
amortized inference
(1)
approximate bayesian computation
(1)
simulation-based inference
(1)
policy network
(1)
transformer neural network
(1)
neural posterior estimation
(1)
conditional neural process
(1)
amortized bayesian inference
(1)
synthetic likelihood
(1)
Papers
Cost-aware simulation-based inference
AISTATS 2025
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
AISTATS 2025
PABBO: Preferential Amortized Black-Box Optimization
ICLR 2025
Amortized Bayesian Experimental Design for Decision-Making
NIPS 2024
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
NIPS 2023
Practical Equivariances via Relational Conditional Neural Processes
NIPS 2023
Sequential Convolution and Runge-Kutta Residual Architecture for Image Compressed Sensing
ECCV 2020