Sebastian Ament

Researcher, Meta

Joined

March 2018

Names

Sebastian Ament

Emails

****@cornell.edu (Confirmed)

****@gmail.com (Confirmed)

****@meta.com (Confirmed)

****@cs.cornell.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Meta (meta.com)

2022 – Present

PhD student

Cornell University (cornell.edu)

2016 – 2022

Undergrad student

New York University (nyu.edu)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Carla Gomes

2017 – 2021

Expertise

Bayesian Optimization

Present

Gaussian Processes

Present

Compressed Sensing

Present

Publications

Ax: A Platform for Adaptive Experimentation
Miles Olson, Elizabeth Santorella, Louis C. Tiao, Sait Cakmak, Mia Garrard, Samuel Daulton, Zhiyuan Jerry Lin, Sebastian Ament, Bernard Beckerman, Eric Onofrey, Paschal Igusti, Cristian Lara, Benjamin Letham, Cesar Cardoso, Shiyun Sunny Shen, Andy Chenyuan Lin, Matthew Grange, Elena Kashtelyan, David Eriksson, Maximilian Balandat et al. (1 additional authors not shown)
- AutoML 2025 ABCD Track
- Readers: Everyone
Scalable Gaussian Processes with Latent Kronecker Structure
Jihao Andreas Lin, Sebastian Ament, Maximilian Balandat, David Eriksson, José Miguel Hernández-Lobato, Eytan Bakshy
- ICML 2025 poster
- Readers: Everyone
Scaling Gaussian Processes for Learning Curve Prediction via Latent Kronecker Structure
Jihao Andreas Lin, Sebastian Ament, Maximilian Balandat, Eytan Bakshy
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Robust Gaussian Processes via Relevance Pursuit
Sebastian Ament, Elizabeth Santorella, David Eriksson, Benjamin Letham, Maximilian Balandat, Eytan Bakshy
- NeurIPS 2024 poster
- Readers: Everyone
Sustainable Concrete via Bayesian Optimization
Sebastian Ament, Andrew Christopher Witte, Nishant Garg, Julius Kusuma
- RealML-2023
- Readers: Everyone
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings
Aryan Deshwal, Sebastian Ament, Maximilian Balandat, Eytan Bakshy, Jana Doppa, David Eriksson
- 17 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Sparse Bayesian Learning via Stepwise Regression
Sebastian Ament, Carla P Gomes
- 17 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation
Sebastian Ament, Carla P Gomes
- 17 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Unexpected Improvements to Expected Improvement for Bayesian Optimization
Sebastian Ament, Sam Daulton, David Eriksson, Maximilian Balandat, Eytan Bakshy
- NeurIPS 2023 spotlight
- Readers: Everyone

Co-Authors

View all 29 co-authors