14 citations
- Berkeley CollegeUS1 paper
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- IBM (United States)US1 paper
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- National Higher French Institute of Aeronautics and Space1 paper
- Norwegian University of Science and TechnologyNO1 paper
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- Université Fédérale de Toulouse Midi-PyrénéesFR1 paper
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6 papers
Efficient Multi-Objective Constrained Bayesian Optimization of Bridge Girder
Heine Havneraas Røstum, Joseph Morlier, Sebastien Gros +1
The buildings and construction sector is a significant source of greenhouse gas emissions, with cement production alone contributing 7~\% of global emissions and the industry as a…
PockEngine: Sparse and Efficient Fine-tuning in a Pocket
Ligeng Zhu, Lanxiang Hu, Ji Lin +4
On-device learning and efficient fine-tuning enable continuous and privacy-preserving customization (e.g., locally fine-tuning large language models on personalized data). However,…
Tight Space Lower Bound for Pseudo-Deterministic Approximate Counting
Ofer Grossman, Meghal Gupta, Mark Sellke
We investigate one of the most basic problems in streaming algorithms: approximating the number of elements in the stream. In 1978, Morris famously gave a randomized algorithm achi…
High-Energy Astrophysics in the 2020s and Beyond
Christopher Reynolds, Robert Petre, Michael Corcoran +7
With each passing decade, we gain new appreciation for the dynamic, connected, and often violent nature of the Universe. This reality necessarily places the study of high-energy pr…
Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space
Robert A. Vandermeulen, Clayton D. Scott
While robust parameter estimation has been well studied in parametric density estimation, there has been little investigation into robust density estimation in the nonparametric se…
Multi-transition VLBA observations of circumstellar SiO masers
R. Soria-Ruiz, F. Colomer, J. Alcolea +5
On this paper, we present simultaneous VLBA observations of the J=1-0 and J=2-1 rotational lines in the v=1 and v=2 vibrationally excited states of SiO (at 7 and 3 mm wavelengths).…