Mingzhou Fan
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Methods
(1)
Keywords
wasserstein distance
(1)
bayesian learning
(1)
uncertainty quantification
(1)
remote sensing
(1)
gradient estimation
(1)
predictive modeling
(1)
gaussian process
(1)
object counting
(1)
robust performance
(1)
implicit neural representation
(1)
regret bound
(1)
vector field
(1)
acquisition function
(1)
surrogate model
(1)
bayesian deep learning
(1)
fokker-planck equation
(1)
density map estimation
(1)
deep q-network
(1)
interpretable prediction
(1)
materials discovery
(1)
Papers
GFlowNet Training by Policy Gradients
ICML 2024
Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity
UAI 2024
Path-Guided Particle-based Sampling
ICML 2024
Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting
AISTATS 2024
Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science
AAAI 2021