Zhenwen Dai
15 papers · 2013–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (9)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(30)
π
Keyword Champion
ποΈ
Keyword Collector
(71)
π
Century Club
(15)
π
Trend Setter
β
The Questioner
π₯
Unstoppable
(9)
Conferences
ICML (4)
NIPS (4)
AISTATS (2)
UAI (2)
CVPR (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
gaussian process
(5)
bayesian optimization
(4)
variational inference
(4)
surrogate model
(2)
variational autoencoder
(2)
transfer learning
(2)
latent variable model
(2)
bayesian inference
(1)
preference learning
(1)
model selection
(1)
sequential decision making
(1)
knowledge transfer
(1)
knowledge distillation
(1)
supervised learning
(1)
importance sampling
(1)
uncertainty quantification
(1)
posterior sampling
(1)
hyperparameter optimization
(1)
visual feature learning
(1)
unsupervised feature learning
(1)
Papers
In-context Exploration-Exploitation for Reinforcement Learning
ICLR 2024
The ELBO of Variational Autoencoders Converges to a Sum of Entropies
AISTATS 2023
Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics
JMLR 2023
Efficient inference for dynamic topic modeling with large vocabularies
UAI 2022
Black-box density function estimation using recursive partitioning
ICML 2021
Model Selection for Production System via Automated Online Experiments
NIPS 2020
Modulating Surrogates for Bayesian Optimization
ICML 2020
Stochastic Variational Inference for Dynamic Correlated Topic Models
UAI 2020
Meta-Surrogate Benchmarking for Hyperparameter Optimization
NIPS 2019
Variational Information Distillation for Knowledge Transfer
CVPR 2019
Structured Variationally Auto-encoded Optimization
ICML 2018
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes
NIPS 2017
Preferential Bayesian Optimization
ICML 2017
Batch Bayesian Optimization via Local Penalization
AISTATS 2016
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach
NIPS 2013