Wesley Maddox
6 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (2) π Cross-Pollinator (14) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
Conferences
AISTATS (3)
ICML (3)
Top co-authors
Keywords
gaussian process
(4)
bayesian optimization
(3)
active learning
(2)
online learning
(1)
conformal prediction
(1)
black-box optimization
(1)
transfer learning
(1)
domain adaptation
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
neural network optimization
(1)
loss landscape
(1)
time series forecasting
(1)
multi-objective optimization
(1)
multi-armed bandit
(1)
denoising autoencoder
(1)
stochastic differential equation
(1)
uncertainty estimation
(1)
mode connectivity
(1)
latent space optimization
(1)
Papers
Bayesian Optimization with Conformal Prediction Sets
AISTATS 2023
Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes
ICML 2022
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders
ICML 2022
Fast Adaptation with Linearized Neural Networks
AISTATS 2021
Kernel Interpolation for Scalable Online Gaussian Processes
AISTATS 2021
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling
ICML 2021