Rudolf Kadlec
4 papers · 2016–2019 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer
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Trend Setter
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Conference Pioneer
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
reinforcement learning
(1)
model selection
(1)
policy gradient
(1)
hyperparameter optimization
(1)
automatic speech recognition
(1)
spoken language understanding
(1)
deep learning
(1)
belief tracking
(1)
variance reduction
(1)
monte carlo sampling
(1)
counterfactual regret minimization
(1)
extensive-form game
(1)
end-to-end training
(1)
monte carlo method
(1)
model performance
(1)
imperfect information game
(1)
slot filling
(1)
dialog state tracking
(1)
neural network
(1)
architecture evaluation
(1)
Papers
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines
AAAI 2019
A Boo(n) for Evaluating Architecture Performance
ICML 2018
Hybrid Dialog State Tracker with ASR Features
EACL 2017
Text Understanding with the Attention Sum Reader Network
ACL 2016