Judgment biases in emergency triage can adversely affect patient outcomes. This study examines sex/gender biases using four advanced language models fine-tuned on real-world emergency department da...| PMLR
Transformer architectures have led to remarkable progress in many state-of-art applications. However, despite their successes, modern transformers rely on the self-attention mechanism, whose time- ...| PMLR
Text-to-image generation has traditionally focused on finding better modeling assumptions for training on a fixed dataset. These assumptions might involve complex architectures, auxiliary losses, o...| PMLR
KDD Workshop on Causal Discovery 2019| Proceedings of Machine Learning Research
Gaussian Processes in Practice| Proceedings of Machine Learning Research
AISTATS 2007 Proceedings| Proceedings of Machine Learning Research
Causation and Prediction Challenge (WCCI 2008)| Proceedings of Machine Learning Research
New Challenges for Feature Selection in Data Mining and Knowledge Discovery| Proceedings of Machine Learning Research
AISTATS 2009 Proceedings| Proceedings of Machine Learning Research
Causality: Objectives and Assessment (NIPS 2008 Workshop)| Proceedings of Machine Learning Research
Proceedings of KDD-Cup 2009 competition| Proceedings of Machine Learning Research
Proceedings of MLSB 2009| Proceedings of Machine Learning Research
AISTATS 2010 Proceedings| Proceedings of Machine Learning Research
FSDM 2010 Proceedings| Proceedings of Machine Learning Research
Workshop on Applications of Pattern Analysis (WAPA) 2010 Proceedings| Proceedings of Machine Learning Research
NIPS Mini-Symposium on Causality in Time Series| Proceedings of Machine Learning Research
ACML 2010 Proceedings| Proceedings of Machine Learning Research
Proceedings of the Learning to Rank Challenge| Proceedings of Machine Learning Research
AISTATS 2011 Proceedings| Proceedings of Machine Learning Research
Active Learning and Experimental Design Workshop| Proceedings of Machine Learning Research
Workshop on Applications of Pattern Analysis (WAPA) 2011 Proceedings| Proceedings of Machine Learning Research
KDD Cup 2011| Proceedings of Machine Learning Research
COLT 2011 Proceedings| Proceedings of Machine Learning Research
ACML 2011 Proceedings| Proceedings of Machine Learning Research
ICGI 2012 Proceedings| Proceedings of Machine Learning Research
AISTATS 2012 Proceedings| Proceedings of Machine Learning Research
COLT 2012 Proceedings| Proceedings of Machine Learning Research
EWRL 2012 Proceedings| Proceedings of Machine Learning Research
ACML 2012 Proceedings| Proceedings of Machine Learning Research
On-line Trading of Exploration and Exploitation 2011 Proceedings| Proceedings of Machine Learning Research
Unsupervised and Transfer Learning Workshop at ICML 2011| Proceedings of Machine Learning Research
ICML 2013 Proceedings| Proceedings of Machine Learning Research
ACML 2013 Proceedings| Proceedings of Machine Learning Research
COLT 2013 Proceedings| Proceedings of Machine Learning Research
AISTATS 2013 Proceedings| Proceedings of Machine Learning Research
ICML 2014 Proceedings| Proceedings of Machine Learning Research
AISTATS 2014 Proceedings| Proceedings of Machine Learning Research
ICGI 2014 Proceedings| Proceedings of Machine Learning Research
COLT 2014 Proceedings| Proceedings of Machine Learning Research
BIGMINE 2014 Proceedings| Proceedings of Machine Learning Research
ICML 2015 Proceedings| Proceedings of Machine Learning Research
AISTATS 2015 Proceedings| Proceedings of Machine Learning Research
ACML 2014 Proceedings| Proceedings of Machine Learning Research
COLT 2015 Proceedings| Proceedings of Machine Learning Research
BigMine 2015 Proceedings| Proceedings of Machine Learning Research
HEPML 2014 Proceedings| Proceedings of Machine Learning Research
MLIS 2015 Proceedings| Proceedings of Machine Learning Research
NIPS Workshop on Feature Extraction 2015 Proceedings| Proceedings of Machine Learning Research
ACML 2015 Proceedings| Proceedings of Machine Learning Research
Neural Connectomics Workshop 2014 Proceedings| Proceedings of Machine Learning Research
ECML/PKDD Workshop on Statistically Sound Data Mining 2014 Proceedings| Proceedings of Machine Learning Research
ICML 2016 Proceedings| Proceedings of Machine Learning Research
COLT 2016 Proceedings| Proceedings of Machine Learning Research
PAPIs 2015 Proceedings| Proceedings of Machine Learning Research
AISTATS 2016 Proceedings| Proceedings of Machine Learning Research
PGM 2016 Proceedings| Proceedings of Machine Learning Research
BigMine 2016 Proceedings| Proceedings of Machine Learning Research
NIPS 2016 Time Series Workshop| Proceedings of Machine Learning Research
Proceedings of Machine Learning for Healthcare 2016| Proceedings of Machine Learning Research
ICGI 2016 Proceedings| Proceedings of Machine Learning Research
ACML 2016 Proceedings| Proceedings of Machine Learning Research
AutoML 2016 Workshop Proceedings| Proceedings of Machine Learning Research
AISTATS 2017 Proceedings| Proceedings of Machine Learning Research
NIPS 2016 Workshop on Imperfect Decision Makers| Proceedings of Machine Learning Research
Workshop on Conformal and Probabilistic Prediction with Applications (COPA) 2017| Proceedings of Machine Learning Research
ISIPTA '17 Proceedings| Proceedings of Machine Learning Research
COLT 2017 Proceedings| Proceedings of Machine Learning Research
1st IJCAI Workshop on Artificial Intelligence in Affective Computing| Proceedings of Machine Learning Research
3rd International Conference on Predictive Applications and APIs| Proceedings of Machine Learning Research
MIH 2017 Proceedings| Proceedings of Machine Learning Research
Proceedings of ICML 2017| Proceedings of Machine Learning Research
Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance| Proceedings of Machine Learning Research
2017 Workshop on Advanced Methodologies for Bayesian Networks| Proceedings of Machine Learning Research
Conference on Probabilistic Graphical Models 2018| Proceedings of Machine Learning Research
ALT 2017 Proceedings| Proceedings of Machine Learning Research
LIDTA 2017 Proceedings| Proceedings of Machine Learning Research
CoRL 2017 Proceedings| Proceedings of Machine Learning Research
ACML 2017 Proceedings| Proceedings of Machine Learning Research
Proceedings of Machine Learning for Healthcare 2017| Proceedings of Machine Learning Research
Open Algorithm Selection Challenge 2017| Proceedings of Machine Learning Research
FAT* 2018 Proceedings| Proceedings of Machine Learning Research
AISTATS 2018 Proceedings| Proceedings of Machine Learning Research
ALT 2018 Proceedings| Proceedings of Machine Learning Research
ADE Identification| Proceedings of Machine Learning Research
COPA 2018| Proceedings of Machine Learning Research
Proceedings of ICML 2018| Proceedings of Machine Learning Research
Proceedings of COLT 2018| Proceedings of Machine Learning Research
Proceedings of COST 2018| Proceedings of Machine Learning Research
Proceedings of PAPIs 2017| Proceedings of Machine Learning Research
2018 KDD Workshop on Causal Discovery| Proceedings of Machine Learning Research
CoRL 2018| Proceedings of Machine Learning Research
ACML 2018 Proceedings| Proceedings of Machine Learning Research
LIDTA 2018 Proceedings| Proceedings of Machine Learning Research
Proceedings of Machine Learning for Healthcare 2018| Proceedings of Machine Learning Research
ALT 2019 Proceedings| Proceedings of Machine Learning Research
COLT 2019| Proceedings of Machine Learning Research
CoRL 2019| Proceedings of Machine Learning Research
ICGI 2018 Proceedings| Proceedings of Machine Learning Research
Proceedings of AISTATS 2019| Proceedings of Machine Learning Research
AABI 2018 Proceedings| Proceedings of Machine Learning Research