Jonas Mueller
14 papers · 2017–2024 · 9 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (7)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(9)
🏆
Grand Slam
🗃️
Keyword Collector
(66)
💎
Century Club
(14)
🔥
Unstoppable
(6)
❓
The Questioner
(2)
Conferences
ICML (3)
AISTATS (2)
EMNLP (2)
ICLR (2)
AAAI (1)
ACL (1)
IJCNLP (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
functional datum
(2)
text attribute transfer
(2)
unsupervised learning
(2)
uncertainty quantification
(2)
conformal prediction
(1)
ensemble learning
(1)
model compression
(1)
text classification
(1)
causal inference
(1)
hyperparameter optimization
(1)
natural language processing
(1)
knowledge distillation
(1)
question answering
(1)
parallel corpus
(1)
adversarial training
(1)
adaptive learning
(1)
feature attribution
(1)
model aggregation
(1)
model interpretability
(1)
sentiment analysis
(1)
Papers
Time-Varying Propensity Score to Bridge the Gap between the Past and Present
ICLR 2024
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
NIPS 2024
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness
ACL 2024
Flexible Model Aggregation for Quantile Regression
JMLR 2023
Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features
ICLR 2022
Deep Learning for Functional Data Analysis with Adaptive Basis Layers
ICML 2021
Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing
EMNLP 2021
Educating Text Autoencoders: Latent Representation Guidance via Denoising
ICML 2020
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles
AAAI 2020
What made you do this? Understanding black-box decisions with sufficient input subsets
AISTATS 2019
IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation
EMNLP 2019
IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation
IJCNLP 2019
Learning Optimal Interventions
AISTATS 2017
Sequence to Better Sequence: Continuous Revision of Combinatorial Structures
ICML 2017