Takeshi Yamada
10 papers · 2009–2022 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (32)
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(6)
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Research topics
Machine Learning
(7)
Core Methods
(6)
Optimization & Theory
(5)
Bayesian & Probabilistic Β· Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Mathematics & Optimization
(3)
Data Science & Analytics
(2)
Natural Language Processing
(2)
Speech & Audio
(2)
Applications Β· Data Science & Analytics
(2)
Applications Β· Natural Language Processing
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Learning Types
(2)
Probability
(2)
Keywords
bayesian nonparametrics
(5)
relational data
(4)
stochastic process
(3)
stick-breaking process
(2)
speech emotion recognition
(2)
text classification
(1)
bayesian inference
(1)
self-attention mechanism
(1)
markov chain monte carlo
(1)
automatic speech recognition
(1)
posterior inference
(1)
anomaly detection
(1)
hierarchical clustering
(1)
social annotation
(1)
chinese restaurant process
(1)
content relevance
(1)
generative model
(1)
probabilistic topic model
(1)
kernel embedding
(1)
information retrieval
(1)
Papers
Nonparametric Relational Models with Superrectangulation
AISTATS 2022
Performance Improvement of Speech Emotion Recognition by Neutral Speech Detection Using Autoencoder and Intermediate Representation
Interspeech 2022
Bayesian nonparametric model for arbitrary cubic partitioning
ACML 2021
Permuton-induced Chinese Restaurant Process
NeurIPS 2021
Speech Emotion Recognition Based on Attention Weight Correction Using Word-Level Confidence Measure
Interspeech 2021
Baxter Permutation Process
NeurIPS 2020
Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions
NeurIPS 2015
Rectangular Tiling Process
ICML 2014
Bayesian Unsupervised Word Segmentation with Nested Pitman-Yor Language Modeling
ACL 2009
Modeling Social Annotation Data with Content Relevance using a Topic Model
NeurIPS 2009