Pattern Theory Lunch Seminar Series

Brown University

DIVISION OF APPLIED MATHEMATICS

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Upcoming Talks

May 8, 2013

12-1pm, 182 George St, Room 110

Scale-invariance and metrics on spaces of plane curves

Matt Feiszli

The study of metrics and distances on spaces of curves and surfaces is an active area of research with applications in vision and imaging. We will present metrics on spaces of plane curves using techniques from harmonic, complex, and geometric analysis. Their behavior can be best understood through notion of scale, and we will discuss geometric ways to understand their multiscale behavior. We will discuss their application to problems in shape deformation and shape matching, and demonstrate scale-invariant approaches to curve matching on standard test datasets.

[pizza will be provided]

Spring 2013 Schedule

Wednesdays, 12-1pm, 182 George St, Room 110 [lunch is provided]

January 30, 2013 ABSTRACT WEBSITE

Composite likelihood

Nancy Reid (Toronto)

February 20, 2013 ABSTRACT WEBSITE

Nonstationary modeling through dimension expansion

Luke Bornn (Harvard)

February 27, 2013 ABSTRACT WEBSITE

Bayesian model sampling in reinforcement learning

Michael Littman (Brown)

March 20, 2013 ABSTRACT WEBSITE

Sparse superposition codes: Communication by regression

Andrew Barron (Yale)

April 3, 2013 ABSTRACT WEBSITE

Learning to behave by reading

Regina Barzilay (MIT)

April 10, 2013 ABSTRACT WEBSITE

Encoding binary neural codes in networks of threshold-linear neurons

Carina Curto (Nebraska-Lincoln)

April 17, 2013 ABSTRACT WEBSITE

Towards a general theory of human learning and reasoning

Charles Kemp (Carnegie Mellon)

May 8, 2013

Scale-invariance and metrics on spaces of plane curves

Matt Feiszli

Fall 2012 Schedule

Wednesdays, 12-1pm, 182 George St, Room 110 [lunch is provided]

October 3, 2012 ABSTRACT WEBSITE

Recovering large networks via optimizing non-likelihood functions

Rossi Luo (Brown)

October 24, 2012 ABSTRACT WEBSITE

Active learning under margin assumptions

Sivan Sabato (Microsoft Research)

November 7, 2012 ABSTRACT WEBSITE

Natural image statistics and image restoration

Yair Weiss (Hebrew University)

November 14, 2012 ABSTRACT WEBSITE

Linking signaling pathways and dynamic regulatory networks

Anthony Gitter (Microsoft Research)

2011-2012 Schedule

May 16, 2012 ABSTRACT WEBSITE

Division of Applied Mathematics / Center for Vision Research Seminar

Lessons from photographing and identifying the world's plant species

Peter Belhumeur (Columbia)

May 9, 2012 ABSTRACT

Computational challenges in molecular medicine

Donald Geman (Johns Hopkins)

April 25, 2012 ABSTRACT

Hallucinating scene detail and recognizing scene attributes

James Hays (Brown)

April 18, 2012 ABSTRACT

LP relaxations for global models in natural language processing

Sebastian Riedel (UMass)

March 28, 2012 ABSTRACT

What is the neural foundation of the vision process?

Christoph von der Malsburg (Frankfurt IAS)

March 21, 2012 ABSTRACT

The tree of life and the evolution of genome function

Casey Dunn (Brown)

February 8, 2012 ABSTRACT

Exploiting sparse structure by spectral connectivity analysis

Ann Lee (Carnegie Mellon)

February 1, 2012 ABSTRACT

Statistical analysis of populations with interacting and interfering units

Edo Airoldi (Harvard)

November 30, 2011 ABSTRACT

Exploring the role of ventral premotor cortex in reach-to-grasp movements: neural trajectories through spike train similarity space

Carlos Vargas-Irwin (Brown)

November 2, 2011 ABSTRACT

Perceptual Fragments: Bottom-Up and Top-Down Use of Shape in Object Recognition

Benjamin Kimia (Brown)

October 19, 2011 ABSTRACT

Statistical challenges in neural data analysis

Liam Paninski (Columbia)

October 12, 2011 ABSTRACT

Spectral Methods for Learning Graphical Models

Sham Kakade (UPenn & MRNE)

October 5, 2011 ABSTRACT

Dynamic regulation of decision threshold by frontal cortex and basal ganglia

Michael Frank (Brown)

September 14, 2011 ABSTRACT

Non-parametric Priors for Segmentation of Medical Images

Polina Golland (MIT)

2010-2011 Schedule

May 11, 2011 ABSTRACT

Division of Applied Mathematics / Center for Vision Research Seminar

Statistical structures of natural scenes and neural ensembles activities

Tai Sing Lee (Carnegie Mellon)

May 4, 2011 ABSTRACT

Logistic Regression on Data Streams

Kevin Kochanek (US Department of Defense)

April 20, 2011 ABSTRACT

Self-folding of polyhedra-- experiments and a little theory

Govind Menon (Brown)

April 6, 2011 ABSTRACT

Division of Applied Mathematics / Center for Vision Research Seminar

A High-Throughput Screening Approach to Biologically-Inspired Object Recognition

David Cox (Rowland Institute at Harvard)

March 16, 2011 ABSTRACT

Solving Inference, Optimization, and Constraint Satisfaction Problems with the Divide & Concur and Belief Propagation Message-Passing Algorithms

Jonathan Yedidia (MERL)

March 9, 2011 ABSTRACT

A history of applying principal component analyses to human population genetic data

Sohini Ramachandran (Brown)

February 16, 2011 ABSTRACT

Patterns of Thought (in humanoid robots)

Yiannis Aloimonos (University of Maryland)

February 9, 2011 ABSTRACT

Division of Applied Mathematics / Center for Vision Research Seminar

Learning on Analytic Manifolds

Fatih Porikli (MERL)

November 17, 2010 ABSTRACT

Point process adaptive filters and the analysis of ensemble neural spiking activity

Uri Eden (Boston University)

November 3, 2010 ABSTRACT

Bottom-up and top-down processing in visual perception

Thomas Serre (Brown)

October 20, 2010 ABSTRACT

Discovering Influential Variables: A Partition Retention Approach

Herman Chernoff (Harvard)

October 6, 2010 ABSTRACT

(CIT 241, Swig Boardroom)

Learning Probabilistic Models with Deep Hierarchical Structures

Ruslan Salakhutdinov (MIT)

2009-2010 Schedule

May 10, 2010 ABSTRACT

Shared Segmentation of Natural Scenes using Dependent Pitman-Yor Processes

Erik Sudderth (Brown)

April 23, 2010 ABSTRACT

A Generative Model Approach to Fraud Detection

Brian Lucena (Guardian Analytics, Inc.)

April 21, 2010 ABSTRACT

Segmentation of Image Ensembles via Latent Atlases

Tammy Riklin-Raviv (MIT)

April 16, 2010 ABSTRACT

Applied Mathematics / Center for Statistical Sciences Seminar

Multi-Resolution Inference of Stochastic Models from Partially Observed Data

Samuel Kou (Harvard)

April 14, 2010 ABSTRACT

Preserving knowledge through media transitions: ushering the heritage of India into the digital age

Peter Scharf (Brown)

April 9, 2010 ABSTRACT

Analysis of Molecular Networks

Mark Gerstein (Yale)

April 7, 2010 ABSTRACT

Geometry of the space of 2D shapes equipped with the Weil-Petersson metric

Sergey Kushnarev (Brown)

March 24, 2010 ABSTRACT

Unsupervised Part of Speech Tagging: From graphical models to statistical models to "biological" models

Michael Lamar (Brown)

March 17, 2010 ABSTRACT

Learning in Social Networks with Signals of Bounded Informativeness

Ilan Lobel (Microsoft Research New England)

March 12, 2010 ABSTRACT

Graphs and polytopes: learning structures with linear programming relaxations

Tommi Jaakkola (MIT)

March 10, 2010 ABSTRACT

Respondent-Driven Sampling for Networks: Degrees of Uncertainty with Uncertain Degrees

Joe Blitzstein (Harvard)

March 3, 2010 ABSTRACT

Topic Models: Priors, Stop Words and Languages

Hanna Wallach (UMass)

February 17, 2010 ABSTRACT

Message Passing Algorithms for Compressed Sensing

Andrea Montanari (Stanford)

February 12, 2010 ABSTRACT

Applied Mathematics / Center for Vision Research Seminar

Learning Hierarchies of Sparse Visual Features

Yann LeCun (Courant)

February 3, 2010 ABSTRACT

An analysis of connectivity in neuronal population recordings

Asohan Amarasingham (Rutgers)

November 20, 2009 ABSTRACT

Applied Mathematics / Center for Statistical Sciences Seminar

Error controls for multiple hypothesis testing

Zhiyi Chi (U Conn)

November 18, 2009 ABSTRACT

Spectral Filtering Approaches to Machine Learning

Lorenzo Rosasco (MIT)

November 11, 2009 ABSTRACT

Generative Models for Image Analysis

Lo-Bin Chang (Brown)

November 6, 2009 ABSTRACT

Applied Mathematics / Center for Vision Research Seminar

Understanding Visual Scenes

Antonio Torralba (MIT)

November 2, 2009 ABSTRACT

Center for Statistical Sciences / Applied Mathematics Seminar

Application of Heteroskedastic Spatial Models to Computer Experiments

Richard A. Davis (Columbia)

October 28, 2009 ABSTRACT

Statistical Analysis of Climate Ecosystem Dynamics

Surajit Ray (Boston University)

October 21, 2009 ABSTRACT

Recent Advances on the Geometry of the Riemannian Manifold of Landmarks

Mario Micheli (UCLA)

October 14, 2009 ABSTRACT

SIFT Flow: Dense Scene Alignment and Its Applications

Ce Liu (Microsoft Research New England)

October 7, 2009 ABSTRACT

The probabilistic language of thought

Noah Goodman (MIT)

September 30, 2009 ABSTRACT

Learning maximum-entropy models of salience via EM

Micha Elsner (Brown)

September 23, 2009 ABSTRACT

Latent Socio-Spatial Process Model for Social Networks

Crystal Linkletter (Brown)

September 16, 2009 ABSTRACT

Organizational meeting & Conditional inference for non-stationary data

Matthew Harrison (Brown)