Sotabase

Career

· Postdoctoral Researcher, Simons Institute at UC Berkeley2023–
· Postdoctoral Researcher, UC Berkeley, Department of Statistics2023–

Publications (54)

The GEOTRACES Intermediate Data Product 2017
Chemical Geology · 2018
377
cited
Benign Overfitting of Constant-Stepsize SGD for Linear Regression
Annual Conference Computational Learning Theory · 2021
74
cited
How Does Critical Batch Size Scale in Pre-training?
International Conference on Learning Representations · 2024
40
cited
Scaling Laws in Linear Regression: Compute, Parameters, and Data
Neural Information Processing Systems · 2024
37
cited
The Benefits of Implicit Regularization from SGD in Least Squares Problems
Neural Information Processing Systems · 2021
35
cited
Recognition of insulator explosion based on deep learning
2017 14th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) · 2017
32
cited
Last Iterate Risk Bounds of SGD with Decaying Stepsize for Overparameterized Linear Regression
International Conference on Machine Learning · 2021
31
cited
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
Neural Information Processing Systems · 2022
24
cited
Analysis, design and implement of asymmetric coupled wireless power transfer systems for unmanned aerial vehicles
AIP Advances · 2019
23
cited
Lifelong Learning with Sketched Structural Regularization
Asian Conference on Machine Learning · 2021
17
cited
Acoustic Slow-Wave Effect Metamaterial Muffler for Noise Control of HVDC Converter Station
Frontiers in Materials · 2022
14
cited
Distinction between the Contributions of Ionized and Injected Charges in Oil Immersed Paper
IEEE transactions on dielectrics and electrical insulation · 2021
13
cited
Interface Charge Barrier between Oil and Oil Immersed Paper
IEEE transactions on dielectrics and electrical insulation · 2021
13
cited
Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron
International Conference on Machine Learning · 2023
9
cited
Intelligent monitoring of EHV transformer bushing based on multi‐parameter composite sensing technology
IET Science, Measurement & Technology · 2023
9
cited
Development of multi‐parameter online monitoring equipment for EHV transformer bushing
2020
8
cited
Research on some related mechanisms of corrosive sulfur problems in mineral oils
IEEE International Conference on Properties and Applications of Dielectric Materials · 2015
8
cited
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime
Neural Information Processing Systems · 2022
8
cited
Mechanical fault diagnosis system based on acoustic feature analysis in gas insulated switchgear
International Conference on Electrical Materials and Power Equipment · 2017
7
cited
Research on the Architecture of Integrated Platform of Intelligent Substation Auxiliary Monitoring System
Journal of Physics: Conference Series · 2021
7
cited
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Jingfeng Wu | Researcher Profile | Sotabase | Sotabase