Yining Chen - AI Profile

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Ph.D

Stanford University

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Education

Bio

I am broadly interested in theoretical machine learning, especially domain adaptation, transfer learning and unsupervised / semi-unsupervised learning.

Research Interests

Papers11 papers

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Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization

Kaidi Cao,Yining Chen, Junwei Lu, Nikos Arechiga, Adrien Gaidon,Tengyu Ma

ICLR, (2021)

EIBibtex

Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data

Colin Wei, Kendrick Shen,Yining Chen,Tengyu Ma

ICLR, (2021)

EIBibtex

Weakly Supervised Disentanglement with Guarantees

Rui Shu,Yining Chen, Abhishek Kumar,Stefano Ermon,Ben Poole

ICLR, (2020)

Cited by41EIBibtex

Self-training Avoids Using Spurious Features Under Domain Shift

Yining Chen,Colin Wei,Ananya Kumar,Tengyu Ma

NIPS 2020, (2020)

Cited by9EIBibtex

Active Online Domain Adaptation

Yining Chen,Haipeng Luo,Tengyu Ma, Chicheng Zhang

Bibtex

RECURRENT NEURAL NETWORKS AS WEIGHTED LANGUAGE RECOGNIZERS

Yining Chen, Sorcha Gilroy,Andreas Maletti,Jonathan May,Kevin Knight

north american chapter of the association for computational linguistics, (2018): 2261-2271

Cited by22Bibtex

Recurrent Neural Networks as Weighted Language Recognizers

Yining Chen, Sorcha Gilroy,Kevin Knight,Jonathan May

NAACL-HLT, (2018)

Cited by40EIBibtex

Time-Space Tradeoffs for the Memory Game

Amit Chakrabarti,Yining Chen

arXiv: Computational Complexity, (2018)

EIBibtex

k-Survivability: Diversity and Survival of Expendable Robots

Yu-Han Lyu,Yining Chen,Devin J. Balkcom

IEEE Robotics and Automation Letters, no. 2 (2016): 1164-1171

EIBibtex

$k$ -Survivability: Diversity and Survival of Expendable Robots

Yu-Han Lyu,Yining Chen,Devin Balkcom

IEEE Robotics and Automation Letters, no. 2 (2016): 1164-1171

EIWOSBibtex

Right‐hand polarized 4fce auroral roar emissions: 1. Observations

J. LaBelle,Y. Chen

JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, no. 8 (2016): 7974-7980

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Yining ChenPh.D

Papers11 papers