Tzu-kuo Huang
10 papers · 2006–2019 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(12)
π
Conference Polyglot
(3)
π
Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π₯
Unstoppable
(5)
π
Century Club
(10)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (4)
ICML (3)
JMLR (3)
Top co-authors
Keywords
active learning
(5)
multi-class classification
(4)
hidden markov model
(2)
cost-sensitive classification
(2)
spectral learning
(2)
time series
(2)
covariance estimation
(1)
convex optimization
(1)
matrix decomposition
(1)
multiclass classification
(1)
agnostic learning
(1)
domain adaptation
(1)
probability estimation
(1)
query complexity
(1)
vector auto-regression
(1)
convex minimization
(1)
stationary distribution
(1)
tensor decomposition
(1)
bradley-terry model
(1)
transfer learning
(1)
Papers
Active Learning for Cost-Sensitive Classification
JMLR 2019
Active Learning for Cost-Sensitive Classification
ICML 2017
Active Learning with Oracle Epiphany
NIPS 2016
Efficient and Parsimonious Agnostic Active Learning
NIPS 2015
Active Transfer Learning under Model Shift
ICML 2014
Spectral Learning of Hidden Markov Models from Dynamic and Static Data
ICML 2013
Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition
NIPS 2013
Learning Auto-regressive Models from Sequence and Non-sequence Data
NIPS 2011
Ranking Individuals by Group Comparisons
JMLR 2008
Generalized Bradley-Terry Models and Multi-Class Probability Estimates
JMLR 2006