Maohao Shen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Supervised Dimensionality Reduction

Dirichlet Distribution

Linear Projection

Top Venues

Publications

Jongha Jon Ryu, Maohao Shen, Soumya Ghosh, Yuheng Bu, Prasanna Sattigeri, Subhro Das, Gregory W. Wornell
Improved Evidential Deep Learning via a Mixture of Dirichlet Distributions. CoRR (2024)
Maohao Shen, Subhro Das, Kristjan H. Greenewald, Prasanna Sattigeri, Gregory W. Wornell, Soumya Ghosh
Thermometer: Towards Universal Calibration for Large Language Models. CoRR (2024)
Maohao Shen, Yuheng Bu, Gregory W. Wornell
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation. ICML (2023)
Abhin Shah, Maohao Shen, Jongha Jon Ryu, Subhro Das, Prasanna Sattigeri, Yuheng Bu, Gregory W. Wornell
Group Fairness with Uncertainty in Sensitive Attributes. CoRR (2023)
Maohao Shen, Soumya Ghosh, Prasanna Sattigeri, Subhro Das, Yuheng Bu, Gregory W. Wornell
Reliable Gradient-free and Likelihood-free Prompt Tuning. CoRR (2023)
Maohao Shen, Yuheng Bu, Prasanna Sattigeri, Soumya Ghosh, Subhro Das, Gregory W. Wornell
Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model. AAAI (2023)
Maohao Shen, Soumya Ghosh, Prasanna Sattigeri, Subhro Das, Yuheng Bu, Gregory W. Wornell
Reliable Gradient-free and Likelihood-free Prompt Tuning. EACL (Findings) (2023)
Maohao Shen, Yuheng Bu, Gregory W. Wornell
On the Benefits of Selectivity in Pseudo-Labeling for Unsupervised Multi-Source-Free Domain Adaptation. CoRR (2022)
Maohao Shen, Bowen Jiang, Jacky Yibo Zhang, Oluwasanmi Koyejo
Batch Active Learning from the Perspective of Sparse Approximation. CoRR (2022)
Maohao Shen, Yuheng Bu, Prasanna Sattigeri, Soumya Ghosh, Subhro Das, Gregory W. Wornell
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model. CoRR (2022)
Maohao Shen, Jacky Y. Zhang, Leihao Chen, Weiman Yan, Neel Jani, Brad Sutton, Oluwasanmi Koyejo
Labeling Cost Sensitive Batch Active Learning For Brain Tumor Segmentation. ISBI (2021)
Bowen Jiang, Maohao Shen
Dimensionality Reduction Via Diffusion Map Improved With Supervised Linear Projection. ICIP (2020)
Bowen Jiang, Maohao Shen
Dimensionality Reduction via Diffusion Map Improved with Supervised Linear Projection. CoRR (2020)