Concepedia

Madhu Advani

MA

9

Publications

624

Citations

9

H-Index

2018

Active since

Affiliations

Harvard University(Current)

Harvard University Press

Howard Hughes Medical Institute

Janelia Research Campus

University of Oxford

Madhu Advani is an author at Harvard University specializing in computer science, machine learning, and deep learning.

Top concepts

Computer ScienceMachine LearningEngineeringDeep LearningArtificial IntelligenceData ScienceLearning AnalyticsPattern RecognitionSupervised LearningDeep Neural Networks

Publications per year

2018–2023

9

Publications

9

High-dimensional dynamics of generalization error in neural networks

Madhu Advani, Andrew Saxe · Neural Networks · 2020 · 142 citations · Full text

On the information bottleneck theory of deep learning*

Andrew Saxe, Yamini Bansal, Joel Dapello et al. · Journal of Statistical Mechanics Theory and Experiment · 2019 · 142 citations

Statistical physics of community ecology: a cavity solution to MacArthur’s consumer resource model

Madhu Advani, Guy Bunin, Pankaj Mehta · Journal of Statistical Mechanics Theory and Experiment · 2018 · 88 citations · Full text

Community Structure, Biodiversity, Ecosystem Structure +12

Organizing memories for generalization in complementary learning systems

Weinan Sun, Madhu Advani, Nelson Spruston et al. · Nature Neuroscience · 2023 · 72 citations · Full text

Energy–entropy competition and the effectiveness of stochastic gradient descent in machine learning

Yao Zhang, Andrew Saxe, Madhu Advani et al. · Molecular Physics · 2018 · 58 citations · Full text

Artificial Intelligence, Energy–entropy Competition, Engineering +13

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