Joint modeling of multiple time series via the beta process with application to motion capture segmentation emily b fox, michael c hughes, erik b sudderth, and michael i jordan. Erik b sudderth bs, electrical engineering, university of california at san diego, 1999 sm, electrical engineering and computer science, mit, 2002 edwin sibley webster professor of electrical engineering thesis supervisor accepted by: arthur c smith professor of electrical engineering chair. Phd thesis : markov chain monte carlo for continuous-time discrete-state systems phd thesis, university college london supervisor: yee whye teh [pdf] [ bibtex] awards: 2011: bogue research fellowship to work with david dunson at duke university (2 months) and erik sudderth at brown university (2 weeks. Homepage of erik sudderth, uc irvine department of computer science for a tutorial introduction to probabilistic modeling and approximate inference, see the background chapter of my doctoral thesis, advised by professors alan willsky and william freeman at mit eecs my postdoctoral research at berkeley eecs. Guest editors' introduction to the special issue on bayesian nonparametrics journal paper ryan p adams, emily b fox, erik b sudderth, & yee whye teh ieee transactions on pattern analysis and machine intelligence, vol 37, no 2, pp 209-211 publication year: 2015.
University distinguished thesis award: honors thesis on image processing and object recognition was awarded the most prestigous honors thesis prize at brown erik sudderth i lead weekly office hours, create homework problems, and do weekly gradings topics covered include: gaussian processes, bayesian. Nimar s arora, rodrigo de salvo braz, erik b sudderth, and stuart russell ( 2010) gibbs sampling in open-universe stochastic languages uai 2010 brian milch, luke s zettlemoyer phd thesis, computer science division, university of california, berkeley, december 2006 for a thorough description of blog. Erik b sudderth †† ∗ [email protected] abstract intracortical brain-computer interfaces (ibcis) have allowed people with tetraplegia to control a computer cursor by imagining the movement of their paralyzed arm or hand state-of-the-art decoders deployed in human ibcis are derived from a kalman filter that assumes.
Phd students patsorn sangkloy · nam vo · samarth brahmbhatt si chen genevieve patterson now at microsoft research libin geoffrey sun now at light · zhile ren now working with erik sudderth. Homepage of erik sudderth, uc irvine department of computer science. Phd thesis : markov chain monte carlo for continuous-time discrete-state systems pdf phd thesis, university college london supervisor: yee whye teh awards: 2011: bogue research fellowship to work with david dunson at duke university (2 months) and erik sudderth at brown university (2 weeks.
By the department of computer science as satisfying the dissertation requirement for the degree of doctor of philosophy date meinolf sellmann, phd , advisor recommended to the graduate council date barry o'sullivan, phd, reader date erik sudderth, phd, reader date anna lysyanskaya, phd, reader. This dissertation by silvia zuffi is accepted in its present form by the department of computer science as satisfying the dissertation requirement for the degree of doctor of philosophy date michael j black, advisor recommended to the graduate council date erik b sudderth, reader date deva ramanan, reader. Massachusetts institute of technology 77 massachusetts ave cambridge, ma 02139 email: [email protected] erik b sudderth uc berkeley 527 soda hall berkeley, ca 94720-1776 email: [email protected] alan s willsky massachusetts institute of technology 77 massachusetts ave cambridge, ma 02139.
Erik b sudderth† and michael i jordan† university of california, berkeley computer science division† and department of statistics berkeley, ca, usa sudderth,[email protected] abstract we develop nonparametric bayesian models for mul- tiscale representations of images depicting natural scene categories. Author: sudderth, erik b (erik blaine), 1977- citable uri: in this thesis, we describe several models which integrate graphical representations with nonparametric statistical methods the certified thesis is available in the institute archives and special collections includes bibliographical references (p 277-301.