Xingchen Ma

Applied Scientist, Amazon Development Center Germany

Joined

July 2019

Names

Xingchen Ma (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@kuleuven.be (Confirmed)

,

****@esat.kuleuven.be (Confirmed)

,

****@amazon.de (Confirmed)

Personal Links

Career & Education History

Applied Scientist

Amazon Development Center Germany (amazon.de)

2022 – Present

PhD student

KU Leuven (kuleuven.be)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Matthew Blaschko

2018 – 2022

Expertise

Gaussian Process

Present

Bayesian Optimization

Present

Publications

Structural Pruning of Pre-trained Language Models via Neural Architecture Search
Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cedric Archambeau
- Accepted by TMLR
- Readers: Everyone
Structural Pruning of Large Language Models via Neural Architecture Search
Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cedric Archambeau
- Submitted to ICLR 2024
- Readers: Everyone
Structural Pruning of Large Language Models via Neural Architecture Search
Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cedric Archambeau
- AutoML 2023 (Workshop)
- Readers: Everyone
Tackling Personalized Federated Learning with Label Concept Drift via Hierarchical Bayesian Modeling
Xingchen Ma, Junyi Zhu, Matthew B. Blaschko
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- FL-NeurIPS 2022 Oral
- Readers: Everyone
Meta-Cal: Well-controlled Post-hoc Calibration by Ranking
Xingchen Ma, Matthew B. Blaschko
- 2021 (modified: 13 Jun 2021)
- CoRR 2021
- Readers: Everyone
Meta-Cal: Well-controlled Post-hoc Calibration by Ranking
Xingchen Ma, Matthew B. Blaschko
- 2021 (modified: 29 Sept 2021)
- ICML 2021
- Readers: Everyone
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation
Xingchen Ma, Matthew B. Blaschko
- 2021 (modified: 29 Sept 2021)
- IEEE Trans. Pattern Anal. Mach. Intell. 2021
- Readers: Everyone
Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization
Xingchen Ma, Matthew B. Blaschko
- 2020 (modified: 06 Nov 2022)
- AISTATS 2020
- Readers: Everyone
Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization
Xingchen Ma, Matthew B. Blaschko
- 2020 (modified: 06 Nov 2022)
- CoRR 2020
- Readers: Everyone
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation
Xingchen Ma, Matthew B. Blaschko
- 2020 (modified: 13 Jun 2021)
- CoRR 2020
- Readers: Everyone

View all 13 publications

Co-Authors