Hiroshi Nakagawa
25 papers · 2003–2016 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
π€
Dynamic Duo
(10)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types
(6)
Optimization & Theory
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Mathematics
(1)
Keywords
regret bound
(5)
multi-armed bandit
(3)
online learning
(3)
stochastic optimization
(3)
bayesian inference
(3)
optimal algorithm
(2)
stochastic bandit
(2)
dueling bandit
(2)
natural language processing
(1)
convergence
(1)
regret analysis
(1)
sequential learning
(1)
single-pass algorithm
(1)
perplexity evaluation
(1)
convex loss
(1)
streaming inference
(1)
topic modeling
(1)
confusion matrix
(1)
exponential mechanism
(1)
probabilistic inference
(1)
Papers
Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm
ICML 2016
Differential Privacy without Sensitivity
NeurIPS 2016
Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays
ICML 2015
Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem
COLT 2015
Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring
NeurIPS 2015
Approximation Analysis of Stochastic Gradient Langevin Dynamics by using Fokker-Planck Equation and Ito Process
ICML 2014
Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning
EMNLP 2014
Latent Confusion Analysis by Normalized Gamma Construction
ICML 2014
Automatically Determining a Proper Length for Multi-Document Summarization: A Bayesian Nonparametric Approach
EMNLP 2013
Multi-armed Bandit Problem with Lock-up Periods
ACML 2013
Understanding seed selection in bootstrapping
EMNLP 2013
Mining Words in the Minds of Second Language Learners: Learner-Specific Word Difficulty
COLING 2012
Reducing Wrong Labels in Distant Supervision for Relation Extraction
ACL 2012
Deterministic Single-Pass Algorithm for LDA
NeurIPS 2010
Features for Detecting Hedge Cues
CoNLL 2010
Deterministic Shift-Reduce Parsing for Unification-Based Grammars by Using Default Unification
EACL 2009
Metric Learning for Synonym Acquisition
COLING 2008
Modeling Chinese Documents with Topical Word-Character Models
COLING 2008
Bayesian Document Generative Model with Explicit Multiple Topics
EMNLP 2007
Structural Correspondence Learning for Dependency Parsing
EMNLP 2007
Automatic Term Extraction Based on Perplexity of Compound Words
IJCNLP 2005
Reformatting Web Documents via Header Trees
ACL 2005
WebExperimenter for Multiple-Choice Question Generation
EMNLP 2005
Automatic Construction of Japanese KATAKANA Variant List from Large Corpus
COLING 2004
Kiwi: A Multilingual Usage Consultation Tool based on Internet Searching
ACL 2003