Gregory Bramble

13 papers A* 2A 2Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Agentic Control Center for Data Product Optimization. CoRR Priyadarshini Tamilselvan, Gregory Bramble, Sola Shirai, Ken C. L. Wong, Md. Faisal Mahbub Chowdhury, Horst Samulowitz
2025	—	`conf`	Agentic Control Center for Data Product Optimization. ICDM (Workshops) Priyadarshini Tamilselvan, Gregory Bramble, Sola Shirai, Ken C. L. Wong, Md. Faisal Mahbub Chowdhury, Horst Samulowitz
2024	A	`conf`	Empirical Evidence on Conversational Control of GUI in Semantic Automation. IUI Daniel Karl I. Weidele, Mauro Martino, Abel N. Valente, Gaetano Rossiello, Hendrik Strobelt, Loraine Franke, Kathryn Alvero, Shayenna Misko, Robin Auer, Sugato Bagchi, Nandana Mihindukulasooriya, Md. Faisal Mahbub Chowdhury, Gregory Bramble, Horst Samulowitz, Alfio Gliozzo, Lisa Amini
2023	—	`conf`	Conversational GUI for Semantic Automation Layer. ISWC (Posters/Demos/Industry) Daniel Karl I. Weidele, Gaetano Rossiello, Gregory Bramble, Abel N. Valente, Sugato Bagchi, Md. Faisal Mahbub Chowdhury, Mauro Martino, Nandana Mihindukulasooriya, Haritha Ananthakrishnan, Hendrik Strobelt, Hima Patel, Alfio Massimiliano Gliozzo, Owen Cornec, Ankush Gupta, Sameep Mehta, Manish Kesarwani, Horst Samulowitz, Oktie Hassanzadeh, Arvind Agarwal, Lisa Amini
2023	A	`conf`	Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection. SDM Parikshit Ram, Alexander G. Gray, Horst C. Samulowitz, Gregory Bramble
2023	J	`jnl`	Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection. CoRR Parikshit Ram, Alexander G. Gray, Horst C. Samulowitz, Gregory Bramble
2021	—	`conf`	AutoAI-TS: AutoAI for Time Series Forecasting. SIGMOD Conference Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
2021	J	`jnl`	AutoAI-TS: AutoAI for Time Series Forecasting. CoRR Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
2021	A*	`conf`	Automated Data Science for Relational Data. ICDE Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz
2020	A*	`conf`	An ADMM Based Framework for AutoML Pipeline Configuration. AAAI Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Dakuo Wang, Andrew Conn, Alexander G. Gray
2020	J	`jnl`	Solving Constrained CASH Problems with ADMM. CoRR Parikshit Ram, Sijia Liu, Deepak Vijaykeerthy, Dakuo Wang, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Alexander G. Gray
2019	J	`jnl`	Automated Machine Learning via ADMM. CoRR Sijia Liu, Parikshit Ram, Djallel Bouneffouf, Gregory Bramble, Andrew R. Conn, Horst Samulowitz, Alexander G. Gray
2017	J	`jnl`	Neurology-as-a-Service for the Developing World. CoRR Tejas Dharamsi, Payel Das, Tejaswini Pedapati, Gregory Bramble, Vinod Muthusamy, Horst Samulowitz, Kush R. Varshney, Yuvaraj Rajamanickam, John Thomas, Justin Dauwels