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Ghorbani, Behrooz
59  Ergebnisse:
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1

Optimal Covariance Estimation for Condition Number Loss in ..:

Donoho, David ; Ghorbani, Behrooz
Econometrics and Statistics.  , 2024
Link: https://doi.org/10.1016/..
 
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2

When do neural networks outperform kernel methods?*:

Ghorbani, Behrooz ; Mei, Song ; Misiakiewicz, Theodor.
Journal of Statistical Mechanics: Theory and Experiment.  2021 (2021)  12 - p. 124009 , 2021
Link: https://doi.org/10.1088/..
 
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3

DISCUSSION OF: "NONPARAMETRIC REGRESSION USING DEEP NEURAL ..:

Ghorbani, Behrooz ; Mei, Song ; Misiakiewicz, Theodor.
The Annals of Statistics.  48 (2020)  4 - p. 1898-1901 , 2020
Link: https://www.jstor.org/st..
 
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4

Effect of Biochar, Mycorrhiza, and Foliar Application of Bo..:

Ghazimahalleh, Behrooz Ghorbani ; Amerian, Mohammad Reza ; Kahneh, Ehsan..
Gesunde Pflanzen.  74 (2022)  4 - p. 863-877 , 2022
Link: https://doi.org/10.1007/..
 
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5

Order Matters in the Presence of Dataset Imbalance for Mult..:

Choi, Dami ; Xin, Derrick ; Dadkhahi, Hamid...
http://arxiv.org/abs/2312.06134.  , 2023
Link: http://arxiv.org/abs/231..
 
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6

Scaling Laws for Multilingual Neural Machine Translation:

Fernandes, Patrick ; Ghorbani, Behrooz ; Garcia, Xavier..
http://arxiv.org/abs/2302.09650.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

Epsilon Sampling Rocks: Investigating Sampling Strategies f..:

Freitag, Markus ; Ghorbani, Behrooz ; Fernandes, Patrick
http://arxiv.org/abs/2305.09860.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

Binarized Neural Machine Translation:

Zhang, Yichi ; Garg, Ankush ; Cao, Yuan...
http://arxiv.org/abs/2302.04907.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

Examining Scaling and Transfer of Language Model Architectu..:

Zhang, Biao ; Ghorbani, Behrooz ; Bapna, Ankur...
http://arxiv.org/abs/2202.00528.  , 2022
Link: http://arxiv.org/abs/220..
 
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10

Adaptive Gradient Methods at the Edge of Stability:

Cohen, Jeremy M ; Ghorbani, Behrooz ; Krishnan, Shankar...
http://arxiv.org/abs/2207.14484.  , 2022
Link: http://arxiv.org/abs/220..
 
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11

Do Current Multi-Task Optimization Methods in Deep Learning..:

Xin, Derrick ; Ghorbani, Behrooz ; Garg, Ankush..
http://arxiv.org/abs/2209.11379.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

Data Scaling Laws in NMT: The Effect of Noise and Architect..:

Bansal, Yamini ; Ghorbani, Behrooz ; Garg, Ankush...
http://arxiv.org/abs/2202.01994.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

Scaling Laws for Neural Machine Translation:

Ghorbani, Behrooz ; Firat, Orhan ; Freitag, Markus...
http://arxiv.org/abs/2109.07740.  , 2021
Link: http://arxiv.org/abs/210..
 
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14

A Loss Curvature Perspective on Training Instability in Dee..:

Gilmer, Justin ; Ghorbani, Behrooz ; Garg, Ankush...
http://arxiv.org/abs/2110.04369.  , 2021
Link: http://arxiv.org/abs/211..
 
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15

When Do Neural Networks Outperform Kernel Methods?:

Ghorbani, Behrooz ; Mei, Song ; Misiakiewicz, Theodor.
http://arxiv.org/abs/2006.13409.  , 2020
Link: http://arxiv.org/abs/200..
 
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