Towards practical theory : Bayesian optimization and optimal exploration

Towards practical theory : Bayesian optimization and optimal exploration

Thesis: S.M., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2016.

Bibliografiske detaljer
Hovedforfatter:	Kawaguchi, Kenji, Ph. D. Massachusetts Institute of Technology
Andre forfattere:	Leslie P. Kaelbling and Tomas Lozano-Perez.
Format:	Thesis
Sprog:	eng
Udgivet:	Massachusetts Institute of Technology 2016
Fag:	Electrical Engineering and Computer Science.
Online adgang:	http://hdl.handle.net/1721.1/103670

Lignende værker

Communication for wideband fading channels : on theory and practice
af: Luo, Cheng, Ph. D. Massachusetts Institute of Technology
Udgivet: (2008)

Towards Practical Theory: Bayesian Optimization and Optimal Exploration
af: Kawaguchi, Kenji
Udgivet: (2016)

Sampling in computer vision and Bayesian nonparametric mixtures
af: Chang, Jason, Ph. D. Massachusetts Institute of Technology
Udgivet: (2014)

Private sequential search and optimization
af: Xu, Zhi, Ph. D. Massachusetts Institute of Technology
Udgivet: (2017)

Risk and robust optimization
af: Brown, David Benjamin, Ph. D. Massachusetts Institute of Technology
Udgivet: (2008)

Learning motion patterns using hierarchical Bayesian models
af: Wang, Xiaogang, Ph. D. Massachusetts Institute of Technology
Udgivet: (2010)

Bayesian time series models and scalable inference
af: Johnson, Matthew James, Ph. D. Massachusetts Institute of Technology
Udgivet: (2014)

Bayesian distance metric learning on i-vector for speaker verification
af: Fang, Xiao, Ph. D. Massachusetts Institute of Technology
Udgivet: (2014)

Optimization as estimation with Gaussian processes in bandit settings
af: Wang, Zi, Ph.D. Massachusetts Institute of Technology
Udgivet: (2016)

A Bayesian latent time-series model for switching temporal interaction analysis
af: Dzunic, Zoran, Ph. D. Massachusetts Institute of Technology
Udgivet: (2016)

Efficient IC statistical modeling and extraction using a Bayesian inference framework
af: Yu, Li, Ph. D. Massachusetts Institute of Technology
Udgivet: (2015)

Optimization techniques for human computation-enabled data processing systems
af: Marcus, Adam, Ph. D. Massachusetts Institute of Technology
Udgivet: (2013)

Bayesian nonparametric learning with semi-Markovian dynamics
af: Johnson, Matthew J., Ph. D. Massachusetts Institute of Technology (Matthew James)
Udgivet: (2010)

Automatically learning optimal formula simplifiers and database entity matching rules
af: Singh, Rohit, Ph. D. Massachusetts Institute of Technology
Udgivet: (2018)

Design, optimization, and applications of few-cycle Ti:Sapphire lasers
af: Chen, Li jin, Ph. D. Massachusetts Institute of Technology.
Udgivet: (2012)

Collaboration in design optimization
af: Lin, Eunice, M. Eng. Massachusetts Institute of Technology
Udgivet: (2018)

Design space exploration of photonic interconnects
af: Sun, Chen, Ph. D. Massachusetts Institute of Technology
Udgivet: (2012)

Optimizations in stream programming for multimedia applications
af: Wong, Eric, M. Eng. Massachusetts Institute of Technology
Udgivet: (2014)

Deployment algorithms for multi-agent exploration and patrolling
af: Volkov, Mikhail, Ph. D. Massachusetts Institute of Technology
Udgivet: (2013)

On-Chip Network exploration and synthesis
af: Chen, Chia-Hsin, Ph. D. Massachusetts Institute of Technology
Udgivet: (2012)

Euclidean network information theory
af: Huang, Shao-Lun, Ph. D. Massachusetts Institute of Technology
Udgivet: (2014)

Toward accurate and large-scale silicon photonics
af: Sun, Jie, Ph.D. Massachusetts Institute of Technology
Udgivet: (2013)

Towards high-bandwidth scanning impedance imaging
af: Kumar, Rakesh, Ph. D. Massachusetts Institute of Technology
Udgivet: (2017)

Toward an intelligent multimodal interface for natural interaction
af: Yin, Ying Ph. D. Massachusetts Institute of Technology
Udgivet: (2011)

Exploring possible coupling between phonons and internal nuclear states
af: Lu, Siyuan, Ph. D. Massachusetts Institute of Technology
Udgivet: (2019)

Beyond pixels : exploring new representations and applications for motion analysis
af: Liu, Ce, Ph. D. Massachusetts Institute of Technology
Udgivet: (2010)

Toward distributed control for autonomous electrical energy systems
af: Miao, Xia,Ph.D.Massachusetts Institute of Technology.
Udgivet: (2020)

Towards the efficiency limit of visible light-emitting diodes
af: Xue, Jin, Ph. D. Massachusetts Institute of Technology
Udgivet: (2017)

Dynamical systems view of acceleration in first order optimization
af: Zhang, Jingzhao,S.M.Massachusetts Institute of Technology.
Udgivet: (2019)

A universal, operational theory of multi-user communication with fidelity criteria
af: Agarwal, Mukul, Ph. D. Massachusetts Institute of Technology
Udgivet: (2012)

Towards unified biomedical modeling with subgraph mining and factorization algorithms
af: Luo, Yuan, Ph. D. Massachusetts Institute of Technology
Udgivet: (2016)

Towards low-power yet high-performance networks-on-chip
af: Park, Sunghyun, Ph. D. Massachusetts Institute of Technology
Udgivet: (2015)

Towards dissecting neural ensembles : development of genetic profiling and targeting approaches
af: Li, Yinqing, Ph. D. Massachusetts Institute of Technology
Udgivet: (2016)

Design & optimization of automotive power electronics utilizing FITMOS MOSFET technology
af: Li, Wei, Ph. D. Massachusetts Institute of Technology. Department. of Electrical Engineering and Computer Science.
Udgivet: (2010)

Towards unifying multi-resolution and multi-description : a distortion-diversity perspective
af: Jing, Sheng, Ph. D. Massachusetts Institute of Technology
Udgivet: (2010)

User adaptive Web morphing : an implementation of a Web-based Bayesian inference engine with Gittins' Index
af: Lee, Clarence, M. Eng. Massachusetts Institute of Technology
Udgivet: (2009)

Geometric modeling and optimization in 3D solar cells : implementation and algorithms
af: Wan, Jin Hao, M. Eng. Massachusetts Institute of Technology
Udgivet: (2014)

Analytics for hotels : demand prediction and decision optimization
af: Sun, Rui, S.M. Massachusetts Institute of Technology
Udgivet: (2017)

Interactive exploration of design space
af: Wang, Harrison,M. Eng.Massachusetts Institute of Technology.
Udgivet: (2019)

Design and testing of a UAV-based, through-rubble vital sign detection RADAR using metaheuristic topology optimization
af: Pantazis, George, M. Eng. Massachusetts Institute of Technology
Udgivet: (2018)