Robert Müller
7 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Architectures
(3)
Core Methods
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Core AI
(2)
Methods
(2)
Optimization & Theory
(2)
Speech & Audio
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
data augmentation
(2)
audio classification
(2)
policy gradient
(1)
hyperparameter optimization
(1)
attention mechanism
(1)
markov decision process
(1)
partially observable markov decision process
(1)
bayesian optimization
(1)
thompson sampling
(1)
multi-armed bandit
(1)
convolutional neural network
(1)
long short-term memory
(1)
recurrent neural network
(1)
stochastic game
(1)
task distribution
(1)
cooperative learning
(1)
focal loss
(1)
trust region optimization
(1)
bidirectional lstm
(1)
surrogate function
(1)
Papers
A general class of surrogate functions for stable and efficient reinforcement learning
AISTATS 2022
Meta Learning MDPs with linear transition models
AISTATS 2022
A Deep and Recurrent Architecture for Primate Vocalization Classification
Interspeech 2021
Stochastic Market Games
IJCAI 2021
Visual Transformers for Primates Classification and Covid Detection
Interspeech 2021
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
Interspeech 2020
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning
IJCAI 2019