Nando
de Freitas
Bio
Publications
Code
Students
Current
Alumni
Teaching
Courses
Youtube videos
Contact
Alumni
Postdocs
Ben Marlin.
Current position:
Computer Science Professor at University of Massachusetts.
Jo-Anne Ting.
Current position:
Researcher at Bosch.
Julia Vogel.
Current position:
Director Sales & Marketing at LiberoVision AG.
Graduate Students and Theses
Masrour Zoghi.
Masters thesis
:
Regret bounds for Gaussian process bandits without observation noise
.
Current position:
PhD student at University of Amsterdam.
Jing Fang.
Masters thesis
:
Herded Gibbs sampling
.
Current position:
Software engineer at Facebook.
Misha Denil.
Masters thesis
:
Recklessly approximate sparse coding
.
Current position:
PhD student at UBC.
Ziyu Wang.
Masters thesis
:
Predictive adaptation of hybrid Monte Carlo with bandits
.
Current position:
PhD student at UBC.
John Chia.
Masters thesis
:
Non-linear contextual bandits
.
Byron Knoll.
Masters thesis
:
A machine learning perspective on predictive coding using PAQ8 and new applications
.
Current position:
Software engineer at Google.
Nimalan Mahendran.
Masters thesis
:
Bayesian Optimization for Adaptive MCMC
.
Current position:
Computer systems analyst at Twitter.
Eric Brochu
PhD Thesis
:
Interactive Bayesian Optimization: : Learning user preferences for graphics and animation
.
Masters thesis
:
Milq
.
Current position:
Senior Developer and Machine Learning Researcher at
PocketPixels
.
Hendrik Kueck
.
Masters thesis
:
Bayesian formulations of multiple instance learning with applications to general object recognition
.
Current position:
Founder and "boss" at
PocketPixels
.
Kevin Swersky.
Masters thesis
:
Inductive principles for learning Restricted Boltzmann Machines
.
Current position:
PhD student at University of Toronto.
Bo Chen.
Masters thesis
:
Deep learning of invariant spatio-temporal features from video
.
Current position:
PhD student at Caltech.
Peter Carbonetto
Masters thesis
:
Unsupervised statistical models for general object recognition
.
PhD thesis
:
New probabilistic inference algorithms that harness the strengths of variational and Monte Carlo methods
.
Current position:
Postdoc at U. of Chicago.
Firas Hamze.
PhD thesis
:
Monte Carlo integration in discrete undirected probabilistic models
.
Current position:
Researcher at
D-Wave Systems
.
Mike Vlad Cora.
Masters thesis
:
Model-based active learning in hierarchical policies
.
Current position:
Lead Gameplay Programmer at
United Front Games
.
Ruben Martinez Cantin
PhD thesis
:
Active Map Learning for Robots: Insights into Statistical Consistency
.
Current position:
Associate Professor at Centro Universitario de la Defensa, Zaragoza, Spain.
Maryam Mahdaviani
.
Masters thesis
:
Semi-supervised and active training of conditional random fields for activity recognition
.
Current position:
CEO at
Optemo
.
Mingyue Tan.
Masters thesis
:
Comparative study of Kernel based classification and feature selection methods with gene expression data
.
Current position:
Program Manager at Microsoft.
Asher Lipson
.
Masters thesis
:
Empirically evaluating multiagent reinforcement learning algorithms in repeated games
.
Current position:
Head: Quantitative Research at Standard Bank, South Africa.
Jean-Noel Rivasseau
.
Masters thesis
:
From the jungle to the garden : growing trees for Markov chain Monte Carlo inference in undirected graphical models
.
Current position:
Entrepreneur at
shoopz
.
Mike Klaas
.
Masters thesis
:
Exorcising N2 stigmata in Sequential Monte Carlo
.
Current position:
CTO of
Zite
, acquired by CNN.
Dustin Lang
.
Masters thesis
:
Fast methods for inference in graphical models and beat tracking the graphical model way
.
Current position:
Postdoc at CMU.
Yizheng Cai
.
Masters thesis
:
Robust visual tracking for multiple targets
.
Current position:
Software Engineer at Microsoft.
Scott Helmer
.
Masters thesis
:
Object recognition with many local features
.
Current position:
Ruben Morales Menendez
.
Current position:
Full Professor at ITESM.
Kejie Bao.
Masters thesis
:
On-line EM and quasi-Bayes: How I learned to stop worrying and love stochastic approximation
.
Current position:
Software Engineer at Yahoo.