February 16, 2012 |
Greedy Separate Testing Sparse Inputs Mikhail Malyutov (Northeastern University) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 16, 2012 |
Tutorial: The Data Stream Model David Woodruff (IBM Research Division) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 16, 2012 |
Length Reduction via Polynomials Amihood Amir (Bar-Ilan University) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 16, 2012 |
RUMP session
Ely Porat (Bar-Ilan University) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 17, 2012 |
Reconstruction of bacterial communities using sparse representation Or Zuk (Broad Institute) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 13, 2012 |
RNA Structure Characterization from High-Throughput Chemical Mapping Experiments Sharon Aviran (University of California, Berkeley) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 15, 2012 |
Genomic Privacy and the Limits of Individual Detection in a Pool Sriram Sankararaman (Harvard Medical School) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 13, 2012 |
Tutorial: Sparse signal recovery Anna Gilbert (University of Michigan) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 15, 2012 |
Improved Constructions for Non-adaptive Threshold Group Testing Mahdi Cheraghchi (Carnegie-Mellon University) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 15, 2012 |
Probabilistic and combinatorial models for quantized group testing Olgica Milenkovic (University of Illinois at Urbana-Champaign) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 15, 2012 |
Competitive Testing for Evaluating Priced Functions Ferdinando Cicalese (Università di Salerno) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 16, 2012 |
A Group Testing Approach to Corruption Localizing Hashing Annalisa De Bonis (Università di Salerno) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 14, 2012 |
Combinatorial Pooling Enables Selective Sequencing of the Barley Gene Space Stefano Lonardi (University of California) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 13, 2012 |
Tutorial: Cost effective sequencing of rare genetic variations Yaniv Erlich (Whitehead Institute for Biomedical Research) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 17, 2012 |
Tutorial: Locally decodable codes Anna Gal (The University of Texas at Austin) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 15, 2012 |
Weighted Pooling - Simple and Effective Techniques for Pooled High Throughput Sequencing Design David Golan (Tel Aviv University) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 16, 2012 |
Sparser Johnson-Lindenstrauss Transforms Jelani Nelson (Princeton University) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 14, 2012 |
Network topology as a source of biological information Natasha Przulj (Imperial College London) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 16, 2012 |
A dynamic and quantitative protein interaction network regulating angiogenesis Sylvie Ricard-Blum (Université Claude-Bernard (Lyon I)) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 13, 2012 |
Mining Rare Human Variations using Combinatorial Pooling Dina Esposito (Whitehead Institute for Biomedical Research) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 14, 2012 |
Tutorial: Group Testing and Coding Theory Atri Rudra (University at Buffalo (SUNY)) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 13, 2012 |
RUMP session Olgica Milenkovic (University of Illinois at Urbana-Champaign) |
Group Testing Designs, Algorithms, and Applications to Biology |

November 16, 2011 |
Large-Scale Multiple Testing in Medical Informatics Robert Nowak (University of Wisconsin, Madison) |
Large Data Sets in Medical Informatics |

November 14, 2011 |
Tutorial - Quantitative biological imaging: from cells to numbers Jean-Christophe Olivo-Marin (Institut Pasteur) |
Large Data Sets in Medical Informatics |

November 17, 2011 |
Using Algorithms to Produce High Content Information from Cell and Tissue Images Jens Rittscher (General Electric) |
Large Data Sets in Medical Informatics |

November 14, 2011 |
Scalable methods for analyzing 3D/4D/5D Images of Complex
and Dynamic Biological Microenvironments Badri Roysam (University of Houston) |
Large Data Sets in Medical Informatics |

November 15, 2011 |
Tutorial - Translational medical imaging Guillermo Sapiro (University of Minnesota, Twin Cities) |
Large Data Sets in Medical Informatics |

November 17, 2011 |
Estimation of Individual’s Risk for Complex Trait Diseases: Methods and Challenges using Allelic Specific Expression and Mapping Cis-variance from NGS Data (RNA and Exome Sequencing Data) Shipra Agrawal (BioCOS Life Sciences Private Limited) |
Large Data Sets in Medical Informatics |

November 16, 2011 |
Designing fast and robust algorithms for medical image processing Elsa Angelini (Telecom ParisTech) |
Large Data Sets in Medical Informatics |

November 17, 2011 |
Intervention and Control of Large-Scale Gene Regulatory Networks Nidhal Bouaynaya (University of Arkansas), Dan Schonfeld (University of Illinois, Chicago) |
Large Data Sets in Medical Informatics |

November 17, 2011 |
Tutorial - Massive scale of DNA sequencing data presents challenges in processing and analysis Fuli Yu (Baylor College of Medicine) |
Large Data Sets in Medical Informatics |

November 16, 2011 |
*Inverse problems in tomographic imaging* Charles Bouman (Purdue University) |
Large Data Sets in Medical Informatics |

November 15, 2011 |
Interactive Segmentation of 3D Imagery Allen Tannenbaum (Boston University) |
Large Data Sets in Medical Informatics |

November 17, 2011 |
Tutorial - Massive scale of DNA sequencing data presents challenges in processing and analysis Fuli Yu (Baylor College of Medicine) |
Large Data Sets in Medical Informatics |

November 14, 2011 |
Pattern Discovery in Biomedical Modelling Yi-Ping Phoebe Chen (La Trobe University) |
Large Data Sets in Medical Informatics |

November 18, 2011 |
Modeling and Acceleration of Maximum A Posteriori Reconstruction from Large CT Datasets Jean-Baptiste Thibault (GE Healthcare) |
Large Data Sets in Medical Informatics |

November 18, 2011 |
Large Data Challenges in Medical Imaging and Bioinformatics Ahmed Tewfik (The University of Texas at Austin) |
Large Data Sets in Medical Informatics |

November 14, 2011 |
Towards Closing the Semantic Gap in Decision Support for Clinical Sequencing in Oncology Nevenka Dimitrova (Philips Research Laboratory) |
Large Data Sets in Medical Informatics |

November 16, 2011 |
Multiscale Set Estimation in Biomedical Inverse Problems Rebecca Willett Lu (Duke University) |
Large Data Sets in Medical Informatics |

November 18, 2011 |
3-D reconstructions of biological macromolecular complexes by electron microscopy Peter Doerschuk (Cornell University) |
Large Data Sets in Medical Informatics |

November 14, 2011 |
How is Biology as a Science Possible? Edward Dougherty (Texas A & M University) |
Large Data Sets in Medical Informatics |

November 15, 2011 |
Correlation-based variable selection for differential gene expression analysis Alfred Hero III (University of Michigan) |
Large Data Sets in Medical Informatics |

November 14, 2011 |
Tutorial - Quantitative biological imaging: from cells to numbers Jean-Christophe Olivo-Marin (Institut Pasteur) |
Large Data Sets in Medical Informatics |

November 15, 2011 |
Impact of Sensing Structure in Classification of High-Dimensional Medical Informatics Data W. Clem Karl (Boston University) |
Large Data Sets in Medical Informatics |

November 16, 2011 |
*Inverse problems in tomographic imaging* Charles Bouman (Purdue University) |
Large Data Sets in Medical Informatics |

November 16, 2011 |
Imaging development of the embryonic heart over multiple spatial dimensions, modalities and time-scales Michael Liebling (University of California, Santa Barbara) |
Large Data Sets in Medical Informatics |

November 15, 2011 |
Tutorial - Translational medical imaging Guillermo Sapiro (University of Minnesota, Twin Cities) |
Large Data Sets in Medical Informatics |

October 25, 2011 |
Regularized Online Optimization: Tracking Regret, Risk Bounds, and Applications to Dynamic Networks Rebecca Willett (Duke University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 25, 2011 |
Extracting insight from large networks: small-scale structures,
large-scale structures, and their implications for machine learning and
data analysis
Michael Mahoney (Stanford University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 24, 2011 |
Trees, Graphs and Clusters: Learning Network Structure through
Clustering Brian Eriksson (University of Wisconsin, Madison), Robert Nowak (University of Wisconsin, Madison) |
Large Graphs: Modeling, Algorithms, and Applications |

October 27, 2011 |
Statistical analysis of populations with interacting and interfering units Simon Lunagomez (Harvard University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 25, 2011 |
Extracting insight from large networks: small-scale structures,
large-scale structures, and their implications for machine learning and
data analysis Michael Mahoney (Stanford University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 27, 2011 |
Statistical analysis of populations with interacting and interfering units *a joint work with Edo Airoldi* Simon Lunagomez (Harvard University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 25, 2011 |
Can We Quantify & Exploit Tree-like Intermediate Structure in Complex Networks? Blair Sullivan (Oak Ridge National Laboratory) |
Large Graphs: Modeling, Algorithms, and Applications |

October 26, 2011 |
Managing Interference in Wireless Networks Robert Calderbank (Duke University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 27, 2011 |
Learning the Network Structure of Cortical Microcircuits Stuart Geman (Brown University), Matthew Harrison (Brown University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 26, 2011 |
Learning Graphical Models by Competitive Assembly of Marginals Donald Geman (Johns Hopkins University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 25, 2011 |
Graphs of Shapes and Images Leonidas Guibas (Stanford University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 26, 2011 |
The Block Two-Level Erdös-Rényi (BTER) Graph Model Tamara Kolda (Sandia National Laboratories) |
Large Graphs: Modeling, Algorithms, and Applications |

October 27, 2011 |
Recent Ideas on Subspace Clustering Gilad Lerman (University of Minnesota, Twin Cities) |
Large Graphs: Modeling, Algorithms, and Applications |

October 28, 2011 |
An Asymmetric Laplacian and Commute Times for Directed Graphs. Daniel Boley (University of Minnesota, Twin Cities) |
Large Graphs: Modeling, Algorithms, and Applications |

October 24, 2011 |
Trees, Graphs and Clusters: Learning Network Structure through Clustering Brian Eriksson (University of Wisconsin, Madison), Robert Nowak (University of Wisconsin, Madison) |
Large Graphs: Modeling, Algorithms, and Applications |

October 24, 2011 |
Sparse Signal Processing Bounds on Large Graphs Venkatesh Saligrama (Boston University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 26, 2011 |
Network analysis of human brains Guillermo Sapiro (University of Minnesota, Twin Cities) |
Large Graphs: Modeling, Algorithms, and Applications |

October 28, 2011 |
Non-parametric Link Prediction Purnamrita Sarkar (University of California, Berkeley) |
Large Graphs: Modeling, Algorithms, and Applications |

October 24, 2011 |
Robust and Efficient Spectral Clustering of Large Graphs Aarti Singh (Carnegie-Mellon University) |
Large Graphs: Modeling, Algorithms, and Applications |

October 27, 2011 |
Graphs in Network Commerce and Their Applications Neel Sundaresan (eBay) |
Large Graphs: Modeling, Algorithms, and Applications |

September 27, 2011 |
Tutorial - User-friendly tail bound for sums of random matrices Joel Tropp (California Institute of Technology) |
High Dimensional Phenomena |

September 28, 2011 |
Principal component analysis with random noise Van Vu (Yale University) |
High Dimensional Phenomena |

September 27, 2011 |
Algorithmic Construction and Applications of M-Ellipsoids Santosh Vempala (Georgia Institute of Technology) |
High Dimensional Phenomena |

September 29, 2011 |
Tutorial - Structured sparsity-inducing norms through submodular functions Francis Bach (École Normale Supérieure) |
High Dimensional Phenomena |

September 26, 2011 |
Tutorial - Spectral clustering and high-dim stochastic block model for undirected and directed graphs Bin Yu (University of California, Berkeley) |
High Dimensional Phenomena |

September 26, 2011 |
Spectral Methods for Learning Multivariate Latent Tree Structure Kamalika Chaudhuri (University of California) |
High Dimensional Phenomena |

September 27, 2011 |
Analytic Organization of High Himensional observational Databases as a tool for learning and inference Ronald Coifman (Yale University) |
High Dimensional Phenomena |

September 28, 2011 |
Tutorial - SDP, GFA, ETC... Alexandre d'Aspremont (Princeton University) |
High Dimensional Phenomena |

September 27, 2011 |
Limiting distributions of eigenvalues for non-normal matrices Ofer Zeitouni (University of Minnesota, Twin Cities) |
High Dimensional Phenomena |

September 27, 2011 |
On the Power of Adaptivity in Sparse Recovery Piotr Indyk (Massachusetts Institute of Technology) |
High Dimensional Phenomena |

September 26, 2011 |
Correlation screening from random matrices: phase transitions and Poisson limits Alfred Hero III (University of Michigan) |
High Dimensional Phenomena |

September 30, 2011 |
Small Value Probability and Metric Entropy Wenbo Li (University of Delaware) |
High Dimensional Phenomena |

September 26, 2011 |
Tutorial - Spectral clustering and high-dim stochastic block model for undirected and directed graphs Bin Yu (University of California, Berkeley) |
High Dimensional Phenomena |

September 26, 2011 |
Active Clustering and Ranking Robert Nowak (University of Wisconsin, Madison) |
High Dimensional Phenomena |

September 28, 2011 |
Tutorial - SDP, GFA, ETC... Alexandre d'Aspremont (Princeton University) |
High Dimensional Phenomena |

September 28, 2011 |
Randomized algorithms for the approximation of matrices Luis Rademacher (The Ohio State University) |
High Dimensional Phenomena |

September 27, 2011 |
Tutorial - User-friendly tail bound for sums of random matrices Joel Tropp (California Institute of Technology) |
High Dimensional Phenomena |

September 28, 2011 |
Estimating Population Eigenvalues From Large Dimensional Sample Covariance Matrices Jack Silverstein (North Carolina State University) |
High Dimensional Phenomena |

September 29, 2011 |
Tutorial - Structured sparsity-inducing norms through submodular functions Francis Bach (École Normale Supérieure) |
High Dimensional Phenomena |

September 29, 2011 |
Greedy approximation in compressed sensing Vladimir Temlyakov (University of South Carolina) |
High Dimensional Phenomena |

September 30, 2011 |
General principles for high-dimensional estimation: Statistical and computational issues Martin Wainwright (University of California, Berkeley) |
High Dimensional Phenomena |

September 30, 2011 |
General principles for high-dimensional estimation: Statistical and computational issues Martin Wainwright (University of California, Berkeley) |
High Dimensional Phenomena |

September 26, 2011 |
High-dimensional covariance estimation based on Gaussian graphical models Shuheng Zhou (University of Michigan) |
High Dimensional Phenomena |

February 11, 2011 |
Large Scale Information Extraction from the Web Sathiya Keerthi (Yahoo! Inc.) |
Large Scale Information Extraction from the Web - S. Sathiya Keerthi (Machine Learning Group, Yahoo! Research) |

October 08, 2010 |
Challenges and Solutions in Clinical Image Analysis Osama Masoud (ViTAL Images, Inc.) |
Challenges and Solutions in Clinical Image Analysis - Osama Masoud (Vital Images) |

March 25, 2011 |
Design Optimization in Automotive Industry Ren-Jye Yang (Ford Motor Company) |
Design Optimization in Automotive Industry - Ren-Jye Yang (Ford) |

October 29, 2010 |
Predictive Modeling of Mental States from fMRI Data Irina Rish (IBM) |
Predictive Modeling of Mental States from fMRI Data - Irina Rish (Computational Biology Center, IBM) |

November 12, 2010 |
A Perspective on the Use of Mathematics in Industry Jeffrey Abell (General Motors Corporation) |
A Perspective on the Use of Mathematics in Industry - Jeffrey A. Abell (General Motors) [Special IPS] |

April 13, 2011 |
Recommender Systems for Fun and Profit Chris Volinsky (AT&T Laboratories - Research) |
Recommender Systems for Fun and Profit |

September 13, 2010 |
The biology of biofilms
Edgardo Sanabria-Valentín (Harvard Medical School) |
Medical Device-Biological Interactions at the Material-Tissue Interface |

September 13, 2010 |
Stem cell differentiation and the influence of microenvironment
Dennis Discher (University of Pennsylvania) |
Medical Device-Biological Interactions at the Material-Tissue Interface |

September 13, 2010 |
Implantable medical devices – we have come a long way, but where
next? Darrel Untereker (Medtronic) |
Medical Device-Biological Interactions at the Material-Tissue Interface |

September 13, 2010 |
Continuum models of biofilms
Isaac Klapper (Montana State University) |
Medical Device-Biological Interactions at the Material-Tissue Interface |