Behnam Neyshabur

Best Publications

• Exploring Generalization in Deep Learning

  Behnam Neyshabur;Srinadh Bhojanapalli;David McAllester;Nathan Srebro

  989
  Citations

• Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

  Unknown

  545
  Citations

• Norm-Based Capacity Control in Neural Networks

  Behnam Neyshabur;Ryota Tomioka;Nathan Srebro

  426
  Citations

• A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

  Behnam Neyshabur;Srinadh Bhojanapalli;Nathan Srebro

  388
  Citations

• Predicting protein-protein interactions through sequence-based deep learning.

  Somaye Hashemifar;Behnam Neyshabur;Aly A Khan;Jinbo Xu

  379
  Citations

• Global optimality of local search for low rank matrix recovery

  Srinadh Bhojanapalli;Behnam Neyshabur;Nathan Srebro

  337
  Citations

• Gemma 2: Improving Open Language Models at a Practical Size

  Unknown

  333
  Citations

• Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks

  Behnam Neyshabur;Zhiyuan Li;Srinadh Bhojanapalli;Yann LeCun

  330
  Citations

• Solving Quantitative Reasoning Problems with Language Models

  Unknown

  283
  Citations

• Path-SGD: path-normalized optimization in deep neural networks

  Behnam Neyshabur;Ruslan Salakhutdinov;Nathan Srebro

  261
  Citations

• What is being transferred in transfer learning

  Behnam Neyshabur;Hanie Sedghi;Chiyuan Zhang

  233
  Citations

• Fantastic Generalization Measures and Where to Find Them

  Yiding Jiang;Behnam Neyshabur;Hossein Mobahi;Dilip Krishnan

  232
  Citations

• NETAL: a new graph-based method for global alignment of protein–protein interaction networks

  Behnam Neyshabur;Ahmadreza Khadem;Somaye Hashemifar;Seyed Shahriar Arab

  212
  Citations

• Exploring Generalization in Deep Learning

  Behnam Neyshabur;Srinadh Bhojanapalli;David McAllester;Nathan Srebro

  201
  Citations

• The role of over-parametrization in generalization of neural networks

  Behnam Neyshabur;Zhiyuan Li;Srinadh Bhojanapalli;Yann LeCun

  183
  Citations

• What is being transferred in transfer learning

  Behnam Neyshabur;Hanie Sedghi;Chiyuan Zhang

  181
  Citations

• On Symmetric and Asymmetric LSHs for Inner Product Search

  Behnam Neyshabur;Nathan Srebro

  168
  Citations

• Fantastic Generalization Measures and Where to Find Them

  Yiding Jiang;Behnam Neyshabur;Dilip Krishnan;Hossein Mobahi

  148
  Citations

• Geometry of Optimization and Implicit Regularization in Deep Learning.

  Behnam Neyshabur;Ryota Tomioka;Ruslan Salakhutdinov;Nathan Srebro

  140
  Citations

• Global Optimality of Local Search for Low Rank Matrix Recovery

  Srinadh Bhojanapalli;Behnam Neyshabur;Nathan Srebro

  137
  Citations