| 2024 | ACL | Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness. | Jiuhai Chen, Jonas Mueller |
| 2024 | ACSSC | End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data. | Jonas Mueller, Lukas Engel, Daniel Krauss, Ingrid Ullmann, Martin Vossiek, Bjoern M. Eskofier, Eva Dorschky |
| 2024 | ICLR | Time-Varying Propensity Score to Bridge the Gap between the Past and Present. | Rasool Fakoor, Jonas Mueller, Zachary Chase Lipton, Pratik Chaudhari, Alex Smola |
| 2022 | CVPR | ResNeSt: Split-Attention Networks. | Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Haibin Lin, Zhi Zhang, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander J. Smola |
| 2022 | ICLR | Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features. | Jiuhai Chen, Jonas Mueller, Vassilis N. Ioannidis, Soji Adeshina, Yangkun Wang, Tom Goldstein, David Wipf |
| 2021 | EMNLP | Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing. | Haoyu He, Xingjian Shi, Jonas Mueller, Sheng Zha, Mu Li, George Karypis |
| 2021 | ICML | Deep Learning for Functional Data Analysis with Adaptive Basis Layers. | Junwen Yao, Jonas Mueller, Jane-Ling Wang |
| 2020 | AAAI | Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles. | Siddhartha Jain, Ge Liu, Jonas Mueller, David Gifford |
| 2020 | ICML | Educating Text Autoencoders: Latent Representation Guidance via Denoising. | Tianxiao Shen, Jonas Mueller, Regina Barzilay, Tommi S. Jaakkola |
| 2020 | KDD | Faster, Simpler, More Accurate: Practical Automated Machine Learning with Tabular, Text, and Image Data. | Jonas Mueller, Xingjian Shi, Alexander J. Smola |
| 2019 | AISTATS | What made you do this? Understanding black-box decisions with sufficient input subsets. | Brandon Carter, Jonas Mueller, Siddhartha Jain, David K. Gifford |
| 2019 | EMNLP | IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and Translation. | Zhijing Jin, Di Jin, Jonas Mueller, Nicholas Matthews, Enrico Santus |
| 2019 | ICDM | Recognizing Variables from Their Data via Deep Embeddings of Distributions. | Jonas Mueller, Alex Smola |
| 2017 | AISTATS | Learning Optimal Interventions. | Jonas Mueller, David Reshef, George Du, Tommi S. Jaakkola |
| 2017 | ICML | Sequence to Better Sequence: Continuous Revision of Combinatorial Structures. | Jonas Mueller, David K. Gifford, Tommi S. Jaakkola |
| 2016 | AAAI | Siamese Recurrent Architectures for Learning Sentence Similarity. | Jonas Mueller, Aditya Thyagarajan |