Micah J. Smith

15 papers A* 1B 1Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Do We Still Need Clinical Language Models? CHIL Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
2023	J	`jnl`	Do We Still Need Clinical Language Models? CoRR Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
2022	J	`jnl`	AutoML to Date and Beyond: Challenges and Opportunities. ACM Comput. Surv. Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni
2021	—	`—`	Collaborative, open, and automated data science. Micah J. Smith
2021	J	`jnl`	Enabling Collaborative Data Science Development with the Ballet Framework. Proc. ACM Hum. Comput. Interact. Micah J. Smith, Jürgen Cito, Kelvin Lu, Kalyan Veeramachaneni
2021	J	`jnl`	Meeting in the notebook: a notebook-based environment for micro-submissions in data science collaborations. CoRR Micah J. Smith, Jürgen Cito, Kalyan Veeramachaneni
2020	J	`jnl`	A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities. CoRR Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni
2020	J	`jnl`	Enabling collaborative data science development with the Ballet framework. CoRR Micah J. Smith, Jürgen Cito, Kelvin Lu, Kalyan Veeramachaneni
2020	—	`conf`	The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development. SIGMOD Conference Micah J. Smith, Carles Sala, James Max Kanter, Kalyan Veeramachaneni
2020	—	`conf`	Understanding User-Bot Interactions for Small-Scale Automation in Open-Source Development. CHI Extended Abstracts Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni
2019	A*	`conf`	ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning. CHI Qianwen Wang, Yao Ming, Zhihua Jin, Qiaomu Shen, Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni, Huamin Qu
2019	J	`jnl`	ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning. CoRR Qianwen Wang, Yao Ming, Zhihua Jin, Qiaomu Shen, Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni, Huamin Qu
2019	J	`jnl`	The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development. CoRR Micah J. Smith, Carles Sala, James Max Kanter, Kalyan Veeramachaneni
2017	B	`conf`	FeatureHub: Towards Collaborative Data Science. DSAA Micah J. Smith, Roy Wedge, Kalyan Veeramachaneni
2017	J	`jnl`	Query Optimization for Dynamic Imputation. Proc. VLDB Endow. José Cambronero, John K. Feser, Micah J. Smith, Samuel Madden