Man-Chung Yue
7 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory Β· Machine Learning
(5)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Core AI
(3)
Application Areas
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Mathematics
(2)
Deep Learning
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
distributionally robust optimization
(4)
convex optimization
(3)
kullback-leibler divergence
(2)
bayesian inference
(2)
non-convex optimization
(1)
domain adaptation
(1)
principal component analysis
(1)
mathematical reasoning
(1)
posterior inference
(1)
reconstruction error
(1)
nonparametric inference
(1)
sequential prediction
(1)
posterior probability
(1)
subgradient descent
(1)
model shift
(1)
hessian eigenvalue
(1)
least square
(1)
best-of-n sampling
(1)
matrix-vector multiplication
(1)
algorithmic recourse
(1)
Papers
Test-time Diverse Reasoning by Riemannian Activation Steering
AAAI 2026
Approximate Secular Equations for the Cubic Regularization Subproblem
NeurIPS 2022
Distributionally Robust Fair Principal Components via Geodesic Descents
ICLR 2022
Robust Bayesian recourse
UAI 2022
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts
ICML 2021
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization
NeurIPS 2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
NeurIPS 2019