Michael Minyi Zhang
4 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Bayesian & Probabilistic Β· Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Learning Types
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Learning Paradigms
(1)
Methods
(1)
Models
(1)
Keywords
mixture of expert
(2)
probabilistic modeling
(1)
variational inference
(1)
temporal dynamics
(1)
gaussian process
(1)
importance sampling
(1)
sequential monte carlo
(1)
gaussian process regression
(1)
indian buffet process
(1)
parallel inference
(1)
online inference
(1)
scalable inference
(1)
probabilistic model
(1)
latent factor model
(1)
latent representation
(1)
non-stationary data
(1)
random fourier feature
(1)
gaussian process latent variable model
(1)
spectral mixture kernel
(1)
student-t process
(1)
Papers
Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data
AISTATS 2025
Preventing Model Collapse in Gaussian Process Latent Variable Models
ICML 2024
A New Class of Time Dependent Latent Factor Models with Applications
JMLR 2020
Embarrassingly Parallel Inference for Gaussian Processes
JMLR 2019