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Liu, Mingrui
484  results:
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1

Bilevel Optimization under Unbounded Smoothness: A New Algo..:

Hao, Jie ; Gong, Xiaochuan ; Liu, Mingrui
http://arxiv.org/abs/2401.09587.  , 2024
Link: http://arxiv.org/abs/240..
 
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2

EPISODE: Episodic Gradient Clipping with Periodic Resampled..:

Crawshaw, Michael ; Bao, Yajie ; Liu, Mingrui
http://arxiv.org/abs/2302.07155.  , 2023
Link: http://arxiv.org/abs/230..
 
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3

Stability and Generalization for Minibatch SGD and Local SG:

Lei, Yunwen ; Sun, Tao ; Liu, Mingrui
http://arxiv.org/abs/2310.01139.  , 2023
Link: http://arxiv.org/abs/231..
 
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4

Magnetic Fields and Velocity Gradients in L1551: The Role o..:

Liu, Mingrui ; Hu, Yue ; Lazarian, Alex
http://arxiv.org/abs/2309.04173.  , 2023
Link: http://arxiv.org/abs/230..
 
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5

LESS-Map: Lightweight and Evolving Semantic Map in Parking ..:

Liu, Mingrui ; Tang, Xinyang ; Qian, Yeqiang..
http://arxiv.org/abs/2310.07390.  , 2023
Link: http://arxiv.org/abs/231..
 
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6

Bibliometric analysis of electroencephalogram research in m..:

Liu, Mingrui ; Liu, Baohu ; Ye, Zelin.
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067679/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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7

The AlN lattice-polarity inversion in a high-temperature-an..:

Jiang, Ke ; Ben, Jianwei ; Sun, Xiaojuan...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10791122/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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8

On Inferring User Socioeconomic Status with Mobility Record:

Wang, Zheng ; Liu, Mingrui ; Long, Cheng...
http://arxiv.org/abs/2211.08200.  , 2022
Link: http://arxiv.org/abs/221..
 
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9

Understanding AdamW through Proximal Methods and Scale-Free..:

Zhuang, Zhenxun ; Liu, Mingrui ; Cutkosky, Ashok.
http://arxiv.org/abs/2202.00089.  , 2022
Link: http://arxiv.org/abs/220..
 
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10

Fast Composite Optimization and Statistical Recovery in Fed..:

Bao, Yajie ; Crawshaw, Michael ; Luo, Shan.
http://arxiv.org/abs/2207.08204.  , 2022
Link: http://arxiv.org/abs/220..
 
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11

Robustness to Unbounded Smoothness of Generalized SignSGD:

Crawshaw, Michael ; Liu, Mingrui ; Orabona, Francesco..
http://arxiv.org/abs/2208.11195.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

Multi-Phase Magnetic Fields in the Galaxy NGC 3627:

Liu, Mingrui ; Hu, Yue ; Lazarian, A..
http://arxiv.org/abs/2208.06090.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

A Communication-Efficient Distributed Gradient Clipping Alg..:

Liu, Mingrui ; Zhuang, Zhenxun ; Lei, Yunwei.
http://arxiv.org/abs/2205.05040.  , 2022
Link: http://arxiv.org/abs/220..
 
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14

Will Bilevel Optimizers Benefit from Loops:

Ji, Kaiyi ; Liu, Mingrui ; Liang, Yingbin.
http://arxiv.org/abs/2205.14224.  , 2022
Link: http://arxiv.org/abs/220..
 
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15

Loss Landscape Dependent Self-Adjusting Learning Rates in D..:

Zhang, Wei ; Liu, Mingrui ; Feng, Yu...
http://arxiv.org/abs/2112.01433.  , 2021
Link: http://arxiv.org/abs/211..
 
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