Madhu Advani - Concepedia

Author

Madhu Advani

Harvard University

Also Known As

Advani, Madhu, Advani, Madhu S., Madhu Advani, Madhu S. Advani

Publications

662

Citations

H-Index

Concepts

All Affiliations

Harvard University Harvard University Press Howard Hughes Medical Institute Janelia Research Campus University of Oxford

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Computer Science	5	5	180
2	Engineering	4	4	145
3	Education	1	1	35
4	Social Sciences	1	1	35
5	Cognitive Science	1	1	35

Madhu Advani

Publications

624

Citations

H-Index

Page 1

	Year	Citations
High-dimensional dynamics of generalization error in neural networks Madhu Advani, Andrew Saxe Neural Networks	2020	142
On the information bottleneck theory of deep learning* Andrew Saxe, Yamini Bansal, Joel Dapello, Journal of Statistical Mechanics Theory and Experiment	2019	142
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 Community StructureBiodiversityEcosystem StructureEcological SimulationCavity Solution	2018	88
Organizing memories for generalization in complementary learning systems Weinan Sun, Madhu Advani, Nelson Spruston, Nature Neuroscience	2023	72
Energy–entropy competition and the effectiveness of stochastic gradient descent in machine learning Yao Zhang, Andrew Saxe, Madhu Advani, Molecular Physics Artificial IntelligenceEnergy–entropy CompetitionEngineeringMachine LearningComputational Learning Theory	2018	58
Dimensionality compression and expansion in Deep Neural Networks Stefano Recanatesi, Matthew Farrell, Madhu Advani, arXiv (Cornell University) Geometric LearningEngineeringMachine LearningAutoencodersImage Analysis	2019	42
Organizing memories for generalization in complementary learning systems Weinan Sun, Madhu Advani, Nelson Spruston, Machine LearningComplementary Learning SystemsEducationMultistrategy LearningCognition	2021	35
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup Sebastian Goldt, Madhu Advani, Andrew Saxe, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMultistrategy LearningSparse Neural Network	2019	33
Minnorm training: an algorithm for training over-parameterized deep neural networks Yamini Bansal, Madhu Advani, David Cox, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMinnorm TrainingNn Training	2018	12

Page 1