Mathematical analysis of uncertainty in machine learning and deep learning

Mathematical analysis of uncertainty in machine learning and deep learning

Thesis: S.M. in Engineering and Management, Massachusetts Institute of Technology, Engineering Systems Division, System Design and Management Program, 2020

Bibliographic Details
Main Author:	Kashimura, Takuya.
Other Authors:	Massachusetts Institute of Technology. Engineering Systems Division.
Format:	Thesis
Language:	eng
Published:	Massachusetts Institute of Technology 2022
Subjects:	Engineering Systems Division. System Design and Management Program.
Online Access:	https://hdl.handle.net/1721.1/145230

Similar Items

A system analysis of improvements in machine learning
by: Thomas, Sabin M. (Sabin Mammen)
Published: (2015)

A guiding framework for applying machine learning in organizations
by: Tham, Alan (Alan An Liang)
Published: (2017)

Use of machine learning in radio frequency integrated circuits (RFIC) development
by: Cui, Qiang (Computer engineer).
Published: (2022)

Machine learning and cognitive computing : a proposed framework to navigate the opportunities
by: Bhilegaonkar, Ajay
Published: (2017)

Incorporating spatiotemporal machine learning into Major League Baseball and the National Football League
by: Hochstedler, Jeremy H
Published: (2017)

An assessment of uncertainty due to adversary mobility
by: Fulchino, Matthew T
Published: (2015)

Machine learning ecosystem : implications for business strategy centered on machine learning
by: Shukla, Ritesh
Published: (2017)

A comparative analysis of technological learning systems in emerging rotorcraft companies
by: Gan, Thiam Soon
Published: (2012)

Effect of learning on stakeholder negotiation outcomes : modeling and analysis of game-generated data
by: Markina-Khusid, Aleksandra
Published: (2015)

Applying machine learning techniques to the analysis of policy data of the military health enterprise
by: Plmanabhan, Jaya Prasad
Published: (2017)

Possible futures for fully automated vehicles : using scenario planning and system dynamics to grapple with uncertainty
by: Stanford, Joseph, S.M. (Joseph Marsh) Massachusetts Institute of Technology
Published: (2016)

System architecture decisions under uncertainty : a case study on automotive battery system design
by: Renzi, Matthew Joseph
Published: (2013)

Long term infrastructure investments under uncertainty in the electric power sector using approximate dynamic programming techniques
by: Seelhof, Michael
Published: (2014)

Enhancing student learning through use of case study paper in Republic Polytechnic, Singapore
by: Tham, Yew Hua
Published: (2017)

Using learning analytics to evaluate design changes in MOOCs : a case study on assessing course pacing
by: Bilal, Ahmed.
Published: (2022)

Optimal capital structure of deep sea foreign freight transportation companies
by: Georgiadis, Vasilis
Published: (2014)

Analysis of Japanese Software Business
by: Inada, Kenichiro
Published: (2010)

An analysis of distributed solar fuel systems
by: Thomas, Alex, S.M. Massachusetts Institute of Technology
Published: (2013)

Value based analysis of acquisition portfolios
by: Burgess, Cheri Nicole Markt
Published: (2010)

Empirical analysis of software refactoring motivation and effects
by: Gilliland, Sean M. (Sean Michael)
Published: (2015)

A systems approach to food accident analysis
by: Helferich, John D
Published: (2012)

Analysis of value creation and value capture in microfluidics market
by: Yadav, Shailendra
Published: (2010)

A systems analysis of the Army Substance Abuse Program
by: Wadsworth, Christopher S
Published: (2015)

Akamai technologies : an analysis of product and platform growth strategies
by: Piper, Victor L. (Victor Lawrence)
Published: (2014)

Analysis of on-premise to cloud computing migration strategies for enterprises
by: Dhiman, Ashok
Published: (2012)

Business development trends and analysis for the data networking market
by: Patil, Devadas V
Published: (2012)

An analysis of the viability and competitiveness of DC microgrids in northern India
by: Campanella, Andrew
Published: (2015)

Analysis of energy delivery sector malware attack response mechanisms
by: Sapienza, Michael Louis.
Published: (2022)

Analysis of Bitcoin as a peer-to-peer network for international payments
by: Böhme, Sascha
Published: (2014)

An empirical analysis of manufacturing re-shoring and supply chain risk
by: Kyratzoglou, loannis M
Published: (2014)

Analysis of data virtualization & enterprise data standardization in business intelligence
by: Pullokkaran, Laijo John
Published: (2014)

A systems analysis of tactical intelligence in the US Army
by: Wisniewski, Jillian Marie
Published: (2017)

Organizational processes analysis of product development in the automotive industry
by: Rojas Gomez, Victor Daniel
Published: (2017)

Analysis of oil market fundamental using a system dynamics approach
by: Li, Qiang
Published: (2016)

Healthcare technology, patient engagement and adherence : systems and business opportunity analysis
by: Jog, Chetan R. (Chetan Ravindra)
Published: (2013)

System theoretic process analysis of electric power steering for automotive applications
by: Sotomayor Martínez, Rodrigo
Published: (2016)

Job satisfaction analysis at an R&D center in the Mexican automotive industry
by: Garcia Jaime Rojas, Diego Tomás
Published: (2015)

Analysis of the current state of Industrial Internet of Things (IIoT) adoption
by: Thiagarajan, Darshini
Published: (2017)

Applying epoch-era analysis for homeowner selection of distributed generation power systems
by: Piña, Alexander L
Published: (2014)

The system theoretic accidental analysis of a crude unit refinery fire incident
by: Thammongkol, Pitiporn
Published: (2014)