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Journal Articles
- 2021
[j1]Xingchen Ma
, Matthew B. Blaschko:
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 3024-3036 (2021)
Conference and Workshop Papers
- 2023
- [c7]Han Zhou, Xingchen Ma, Matthew B. Blaschko:
A Corrected Expected Improvement Acquisition Function Under Noisy Observations. ACML 2023: 1747-1762 - [c6]Junyi Zhu, Xingchen Ma, Matthew B. Blaschko:
Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization. CVPR 2023: 24542-24551 - 2021
- [c5]Xingchen Ma, Matthew B. Blaschko:
Meta-Cal: Well-controlled Post-hoc Calibration by Ranking. ICML 2021: 7235-7245 - 2020
- [c4]Xingchen Ma, Matthew B. Blaschko:
Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization. AISTATS 2020: 1015-1025 - 2019
- [c3]Xingchen Ma, Amal Rannen Triki, Maxim Berman, Christos Sagonas, Jacques Calì, Matthew B. Blaschko:
A Bayesian Optimization Framework for Neural Network Compression. ICCV 2019: 10273-10282 - 2016
- [c2]Xingchen Ma, Di Huang, Yunhong Wang, Yiding Wang:
Cost-Sensitive Two-Stage Depression Prediction Using Dynamic Visual Clues. ACCV (2) 2016: 338-351 - [c1]Xingchen Ma, Hongyu Yang, Qiang Chen, Di Huang, Yunhong Wang:
DepAudioNet: An Efficient Deep Model for Audio based Depression Classification. AVEC@ACM Multimedia 2016: 35-42
Informal and Other Publications
- 2024
- [i6]Aaron Klein, Jacek Golebiowski, Xingchen Ma, Valerio Perrone, Cédric Archambeau:
Structural Pruning of Pre-trained Language Models via Neural Architecture Search. CoRR abs/2405.02267 (2024) - 2023
- [i5]Junyi Zhu, Xingchen Ma, Matthew B. Blaschko:
Confidence-aware Personalized Federated Learning via Variational Expectation Maximization. CoRR abs/2305.12557 (2023) - [i4]Han Zhou, Xingchen Ma, Matthew B. Blaschko:
A Corrected Expected Improvement Acquisition Function Under Noisy Observations. CoRR abs/2310.05166 (2023) - 2021
- [i3]Xingchen Ma, Matthew B. Blaschko:
Meta-Cal: Well-controlled Post-hoc Calibration by Ranking. CoRR abs/2105.04290 (2021) - 2020
- [i2]Xingchen Ma, Matthew B. Blaschko:
Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization. CoRR abs/2006.11771 (2020) - [i1]Xingchen Ma, Matthew B. Blaschko:
Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation. CoRR abs/2010.03171 (2020)
Coauthor Index
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