Tony Duan - RankMe

12 papers A* 2A 1Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2020	A*	`conf`	NGBoost: Natural Gradient Boosting for Probabilistic Prediction. ICML Tony Duan, Anand Avati, Daisy Yi Ding, Khanh K. Thai, Sanjay Basu, Andrew Y. Ng, Alejandro Schuler
2020	A*	`conf`	Randomized Smoothing of All Shapes and Sizes. ICML Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya P. Razenshteyn, Jerry Li
2020	J	`jnl`	Randomized Smoothing of All Shapes and Sizes. CoRR Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya P. Razenshteyn, Jerry Li
2019	A	`conf`	Countdown Regression: Sharp and Calibrated Survival Predictions. UAI Anand Avati, Tony Duan, Sharon Zhou, Kenneth Jung, Nigam H. Shah, Andrew Y. Ng
2019	—	`conf`	Counterfactual Reasoning for Fair Clinical Risk Prediction. MLHC Stephen R. Pfohl, Tony Duan, Daisy Yi Ding, Nigam H. Shah
2019	J	`jnl`	Counterfactual Reasoning for Fair Clinical Risk Prediction. CoRR Stephen Pfohl, Tony Duan, Daisy Yi Ding, Nigam H. Shah
2019	J	`jnl`	Graph Embedding VAE: A Permutation Invariant Model of Graph Structure. CoRR Tony Duan, Juho Lee
2019	J	`jnl`	Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. CoRR Scott L. Fleming, Kuhan Jeyapragasan, Tony Duan, Daisy Yi Ding, Saurabh Gombar, Nigam Shah, Emma Brunskill
2019	J	`jnl`	NGBoost: Natural Gradient Boosting for Probabilistic Prediction. CoRR Tony Duan, Anand Avati, Daisy Yi Ding, Sanjay Basu, Andrew Y. Ng, Alejandro Schuler
2018	J	`jnl`	Countdown Regression: Sharp and Calibrated Survival Predictions. CoRR Anand Avati, Tony Duan, Kenneth Jung, Nigam H. Shah, Andrew Y. Ng
2017	J	`jnl`	CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning. CoRR Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang, Hershel Mehta, Tony Duan, Daisy Yi Ding, Aarti Bagul, Curtis P. Langlotz, Katie S. Shpanskaya, Matthew P. Lungren, Andrew Y. Ng
2017	J	`jnl`	MURA Dataset: Towards Radiologist-Level Abnormality Detection in Musculoskeletal Radiographs. CoRR Pranav Rajpurkar, Jeremy Irvin, Aarti Bagul, Daisy Yi Ding, Tony Duan, Hershel Mehta, Brandon Yang, Kaylie Zhu, Dillon Laird, Robyn L. Ball, Curtis P. Langlotz, Katie S. Shpanskaya, Matthew P. Lungren, Andrew Y. Ng