Alex Chan
6 papers · 2020–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π₯ Mega-Team Β· Squad
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core AI
(1)
Learning Paradigms
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
uncertainty quantification
(2)
policy learning
(2)
policy evaluation
(1)
ensemble learning
(1)
model combination
(1)
decision making
(1)
posterior distribution
(1)
gaussian process
(1)
covariate shift
(1)
resource allocation
(1)
offline learning
(1)
state space model
(1)
decision tree
(1)
instance-wise weighting
(1)
interpretable model
(1)
policy inference
(1)
bayesian neural network
(1)
molecular representation
(1)
treatment effect
(1)
clinical decision support
(1)
Papers
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
NeurIPS 2023
GAUCHE: A Library for Gaussian Processes in Chemistry
NeurIPS 2023
Inverse Online Learning: Understanding Non-Stationary and Reactionary Policies
ICLR 2022
POETREE: Interpretable Policy Learning with Adaptive Decision Trees
ICLR 2022
Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning
NeurIPS 2022
Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift
ICML 2020