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Anqi Mao
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 21
Top Topics
Theoretical Guarantees
Estimation Error
Loss Function
Consistency Checking
Top Venues
CoRR
NeurIPS
ICML
AISTATS
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Publications
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Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Principled Approaches for Learning to Defer with Multiple Experts.
CoRR
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
H-Consistency Bounds: Characterization and Extensions.
NeurIPS
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms.
CoRR
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
H-Consistency Bounds for Pairwise Misranking Loss Surrogates.
ICML
(2023)
Pranjal Awasthi
,
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness.
AISTATS
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Structured Prediction with Stronger Consistency Guarantees.
NeurIPS
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention.
CoRR
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Ranking with Abstention.
CoRR
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Cross-Entropy Loss Functions: Theoretical Analysis and Applications.
CoRR
(2023)
Raef Bassily
,
Corinna Cortes
,
Anqi Mao
,
Mehryar Mohri
Differentially Private Domain Adaptation with Theoretical Guarantees.
CoRR
(2023)
Anqi Mao
,
Christopher Mohri
,
Mehryar Mohri
,
Yutao Zhong
Two-Stage Learning to Defer with Multiple Experts.
NeurIPS
(2023)
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Cross-Entropy Loss Functions: Theoretical Analysis and Applications.
ICML
(2023)
Pranjal Awasthi
,
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
H-Consistency Bounds for Surrogate Loss Minimizers.
ICML
(2022)
Pranjal Awasthi
,
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
H-Consistency Estimation Error of Surrogate Loss Minimizers.
CoRR
(2022)
Pranjal Awasthi
,
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Multi-Class $H$-Consistency Bounds.
NeurIPS
(2022)
Pranjal Awasthi
,
Natalie Frank
,
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Calibration and Consistency of Adversarial Surrogate Losses.
CoRR
(2021)
Pranjal Awasthi
,
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
A Finer Calibration Analysis for Adversarial Robustness.
CoRR
(2021)
Pranjal Awasthi
,
Natalie Frank
,
Anqi Mao
,
Mehryar Mohri
,
Yutao Zhong
Calibration and Consistency of Adversarial Surrogate Losses.
NeurIPS
(2021)
Yingzhou Li
,
Jianfeng Lu
,
Anqi Mao
Variational training of neural network approximations of solution maps for physical models.
J. Comput. Phys.
409 (2020)
Yingzhou Li
,
Jianfeng Lu
,
Anqi Mao
Variational training of neural network approximations of solution maps for physical models.
CoRR
(2019)
Ruiping Li
,
Jing Zhang
,
Anqi Mao
,
Ming Li
Improved Reversible Data hiding based on Encrypted Signals with Public Key Cryptosystem.
J. Inf. Hiding Multim. Signal Process.
9 (3) (2018)