Jonas W Mueller
8 papers · 2015–2023 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π₯ Mega-Team Β· Squad
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Trend Setter
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Unstoppable Β· Bronze
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Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Keywords
benchmark suite
(1)
transfer learning
(1)
ensemble learning
(1)
feature selection
(1)
knowledge distillation
(1)
model distillation
(1)
data augmentation
(1)
model evaluation
(1)
deep learning
(1)
sparse feature selection
(1)
distribution comparison
(1)
gibbs sampling
(1)
online optimization
(1)
singular value decomposition
(1)
survival analysis
(1)
batch reinforcement learning
(1)
convolutional neural network
(1)
deep neural network
(1)
bandit algorithm
(1)
offline reinforcement learning
(1)
Papers
DataPerf: Benchmarks for Data-Centric AI Development
NeurIPS 2023
Adaptive Interest for Emphatic Reinforcement Learning
NeurIPS 2022
Continuous Doubly Constrained Batch Reinforcement Learning
NeurIPS 2021
Deep Extended Hazard Models for Survival Analysis
NeurIPS 2021
Overinterpretation reveals image classification model pathologies
NeurIPS 2021
Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation
NeurIPS 2020
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing
NeurIPS 2019
Principal Differences Analysis: Interpretable Characterization of Differences between Distributions
NeurIPS 2015