Dunnmon, Jared

9 publications

ICLRW 2023 Modeling Multivariate Biosignals with Graph Neural Networks and Structured State Space Siyi Tang, Jared Dunnmon, Liangqiong Qu, Khaled Kamal Saab, Tina Baykaner, Christopher Lee-Messer, Daniel Rubin

ICLR 2022 Domino: Discovering Systematic Errors with Cross-Modal Embeddings Sabri Eyuboglu, Maya Varma, Khaled Kamal Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Re

ICLR 2022 Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis Siyi Tang, Jared Dunnmon, Khaled Kamal Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel Rubin, Christopher Lee-Messer

NeurIPS 2022 xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery Fernando Paolo, Tsu-ting Tim Lin, Ritwik Gupta, Bryce Goodman, Nirav Patel, Daniel Kuster, David Kroodsma, Jared Dunnmon

AISTATS 2020 Ivy: Instrumental Variable Synthesis for Causal Inference Zhaobin Kuang, Frederic Sala, Nimit Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Re

NeurIPS 2020 No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems Nimit Sohoni, Jared Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré

ICLRW 2019 Improving Sample Complexity with Observational Supervision Khaled Saab, Jared Dunnmon, Alexander Ratner, Daniel Rubin, Christopher Re

AAAI 2019 Training Complex Models with Multi-Task Weak Supervision Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré

NeurIPS 2017 Learning to Compose Domain-Specific Transformations for Data Augmentation Alexander J Ratner, Henry Ehrenberg, Zeshan Hussain, Jared Dunnmon, Christopher Ré