人工智能论文20240511 2024PhD Berkeley Structure and Representation in Neural Networks.pdfVIP

StructureandRepresentationinNeuralNetworks

DanielFilan

ElectricalEngineeringandComputerSciences

UniversityofCalifornia,Berkeley

TechnicalReportNo.UCB/EECS-2024-56

/Pubs/TechRpts/2024/EECS-2024-56.html

May7,2024

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Acknowledgement

Idfirstliketothankmyadvisor,StuartRussell,forhissupportwhileIve

beeningraduateschool.Idalsoliketothankthemembersofmythesis

committee,JacobSteinhardtandJitendraMalik,aswellasTrevorDarrell

forbeingonmyqualifyingexamcommittee.

[Acknowledgementscontinueindissertation]

StructureandRepresentationinNeuralNetworks

by

DanielArthurFilan

Adissertationsubmittedinpartialsatisfactionofthe

requirementsforthedegreeof

DoctorofPhilosophy

in

ElectricalEngineeringandComputerScience

inthe

GraduateDivision

ofthe

UniversityofCalifornia,Berkeley

Committeeincharge:

ProfessorStuartRussell,Chair

ProfessorJitendraMalik

AssistantProfes