Alexander E. Siemenn

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Bayesian Decision

Pruning Methods

Top Venues

Publications

Alexander E. Siemenn, Tonio Buonassisi
Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning. CoRR (2023)
Iddo Drori, Sarah J. Zhang, Zad Chin, Reece Shuttleworth, Albert Lu, Linda Chen, Bereket Birbo, Michele He, Pedro Lantigua, Sunny Tran, Gregory Hunter, Bo Feng, Newman Cheng, Roman Wang, Yann Hicke, Saisamrit Surbehera, Arvind Raghavan, Alexander E. Siemenn, Nikhil Singh, Jayson Lynch, Avi Shporer, Nakul Verma, Tonio Buonassisi, Armando Solar-Lezama
A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level. AAAI (2023)
Alexander E. Siemenn, Eunice Aissi, Fang Sheng, Armi Tiihonen, Hamide Kavak, Basita Das, Tonio Buonassisi
Vision-driven Autocharacterization of Perovskite Semiconductors. CoRR (2023)
Alexander E. Siemenn, Tonio Buonassisi
Decreasing the Computing Time of Bayesian Optimization Using Generalizable Memory Pruning. HPEC (2023)
Vitali Petsiuk, Alexander E. Siemenn, Saisamrit Surbehera, Zad Chin, Keith Tyser, Gregory Hunter, Arvind Raghavan, Yann Hicke, Bryan A. Plummer, Ori Kerret, Tonio Buonassisi, Kate Saenko, Armando Solar-Lezama, Iddo Drori
Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark. CoRR (2022)
Alexander E. Siemenn, Zekun Ren, Qianxiao Li, Tonio Buonassisi
Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization. CoRR (2022)
Alexander E. Siemenn, Matthew Beveridge, Tonio Buonassisi, Iddo Drori
Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop. CoRR (2021)
Alexander E. Siemenn, Evyatar Shaulsky, Matthew Beveridge, Tonio Buonassisi, Sara M. Hashmi, Iddo Drori
Autonomous Optimization of Fluid Systems at Varying Length Scales. CoRR (2021)