Nan Ye
11 papers · 2009–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7)
π
Cross-Pollinator
(14)
π
Interdisciplinary Bridge
π
Conference Polyglot
(7)
π
Grand Slam
π±
Topic Pioneer
ποΈ
Keyword Collector
(57)
π
Trend Setter
π
Century Club
(11)
Conferences
NIPS (4)
AAAI (2)
EMNLP (1)
ICLR (1)
ICML (1)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
graphical model
(3)
partially observable markov decision process
(2)
decision tree
(2)
sequence labeling
(2)
online planning
(2)
conditional random field
(2)
text classification
(1)
monte carlo simulation
(1)
policy optimization
(1)
risk minimization
(1)
tensor decomposition
(1)
label noise
(1)
belief state
(1)
structured prediction
(1)
high-order features
(1)
named entity recognition
(1)
pomdp planning
(1)
label dependencies
(1)
bayesian active learning
(1)
belief propagation
(1)
Papers
Robust Loss Functions for Training Decision Trees with Noisy Labels
AAAI 2024
A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees
AAAI 2024
Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization
NIPS 2022
Discriminative Particle Filter Reinforcement Learning for Complex Partial observations
ICLR 2020
Greedy Convex Ensemble
IJCAI 2020
Tensor Belief Propagation
ICML 2017
Conditional Random Field with High-order Dependencies for Sequence Labeling and Segmentation
JMLR 2014
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion
NIPS 2013
DESPOT: Online POMDP Planning with Regularization
NIPS 2013
Domain adaptive bootstrapping for named entity recognition
EMNLP 2009
Conditional Random Fields with High-Order Features for Sequence Labeling
NIPS 2009