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.

Bibliografiset tiedot
Päätekijä:	Kawaguchi, Kenji, Ph. D. Massachusetts Institute of Technology
Muut tekijät:	Leslie P. Kaelbling and Tomas Lozano-Perez.
Aineistotyyppi:	Opinnäyte
Kieli:	eng
Julkaistu:	Massachusetts Institute of Technology 2016
Aiheet:	Electrical Engineering and Computer Science.
Linkit:	http://hdl.handle.net/1721.1/103670

Samankaltaisia teoksia

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

Towards Practical Theory: Bayesian Optimization and Optimal Exploration
Tekijä: Kawaguchi, Kenji
Julkaistu: (2016)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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