September 09, 2011 |
Time-dependent Intrinsic Correlation and its Applications Xianyao Chen (The First Institute of Oceanography) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 08, 2011 |
Sparse time-frequency representation of multiscale data by nonlinear optimization Thomas Hou (California Institute of Technology) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 07, 2011 |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data Norden Huang (National Central University) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 09, 2011 |
Fast algorithms for oscillatory kernels Lexing Ying (The University of Texas at Austin) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 08, 2011 |
Applications of the Empirical Mode Decomposition to Trend Filtering and Gap Filling Azadeh Moghtaderi (Queen's University) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 09, 2011 |
Inference for Harmonizable Processes Sofia Olhede (University College London) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 08, 2011 |
Survey/Tutorial lecture - Sparsity, Regularization, and Applications
Joel Tropp (California Institute of Technology) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 08, 2011 |
Instantaneous Frequencies and Trends in Biomedical Applications Chung-Kang Peng (Harvard Medical School) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 08, 2011 |
Multivariate Empirical Mode Decomposition Danilo Mandic (Imperial College London) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 07, 2011 |
Trends in Climatic Data Richard Smith (University of North Carolina, Chapel Hill) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 07, 2011 |
On the Trend, Detrending and Variability of Nonlinear and Non-stationary Time Series Zhaohua Wu (Florida State University) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 07, 2011 |
Simultaneous variable and rank selection for optimal estimation
of high dimensional matrices Florentina Bunea (Cornell University) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 07, 2011 |
Survey/Tutorial lecture - Locally stationary processes Rainer Dahlhaus (Ruprecht-Karls-Universität Heidelberg) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

May 10, 2012 |
Math in Business Cathy O'Neil (Intent Media) |
User-Centered Modeling |

May 07, 2012 |
Big-Data-Driven Medicine David Madigan (Columbia University) |
User-Centered Modeling |

May 07, 2012 |
Participatory mobile health (mHealth): Innovative approaches to data collection and analysis Deborah Estrin (University of California, Los Angeles) |
User-Centered Modeling |

May 11, 2012 |
Identifying (Causal) Influence in Social (Media) Networks Sinan Aral (New York University) |
User-Centered Modeling |

May 10, 2012 |
Influence propagation in social networks: a data mining perspective Francesco Bonchi (Yahoo! Research) |
User-Centered Modeling |

May 07, 2012 |
Human Mobility Characterization from Cellular Network Data Ramon Caceres (AT&T Laboratories - Research) |
User-Centered Modeling |

May 08, 2012 |
Identifying peer effects in online communication behaviors Dean Eckles (Stanford University) |
User-Centered Modeling |

May 08, 2012 |
Learning, Linking and Labeling Social Networks Tony Jebara (Columbia University) |
User-Centered Modeling |

May 07, 2012 |
Computational Behavioral Ecology Tanya Berger-Wolf (University of Illinois, Chicago) |
User-Centered Modeling |

May 09, 2012 |
Multi-Application User Interest Modeling Frank Shipman (Texas A & M University) |
User-Centered Modeling |

May 10, 2012 |
Modeling Social Data Jake Hofman (Yahoo! Inc.) |
User-Centered Modeling |

May 10, 2012 |
Using the Crowd for User-Centered Predictive Modeling Cynthia Rudin (Massachusetts Institute of Technology) |
User-Centered Modeling |

May 09, 2012 |
User Data: The End of Anonymity, the Beginning of Privacy Vitaly Shmatikov (The University of Texas at Austin) |
User-Centered Modeling |

May 07, 2012 |
Mining Medical Discussion Boards for Adverse Effects to Drugs |
User-Centered Modeling |

May 09, 2012 |
User Modeling for Context-Aware Recommendation Bamshad Mobasher (DePaul University) |
User-Centered Modeling |

May 09, 2012 |
Bayesian Bias Mitigation for Crowdsourcing Fabian Wauthier (University of California, Berkeley) |
User-Centered Modeling |

March 28, 2012 |
How to learn from a single network: Relational learning for social network domains Jennifer Neville (Purdue University) |
Machine Learning: Theory and Computation |

March 28, 2012 |
Tutorial - Part 1: Models of Information Flow and Social Media Jure Leskovec (Stanford University) |
Machine Learning: Theory and Computation |

March 26, 2012 |
Principal Components of Cumulants Lek-Heng Lim (University of Chicago) |
Machine Learning: Theory and Computation |

March 30, 2012 |
Efficient Optimal Learning for Contextual Bandits Satyen Kale (IBM) |
Machine Learning: Theory and Computation |

March 28, 2012 |
Learning on a Budget Robert Nowak (University of Wisconsin, Madison) |
Machine Learning: Theory and Computation |

March 29, 2012 |
Co-clustering for directed graphs: an algorithm, a model, and some asymptotics Karl Rohe (University of Wisconsin, Madison) |
Machine Learning: Theory and Computation |

March 30, 2012 |
On least squares rank minimization Xioatong Shen (University of Minnesota, Twin Cities) |
Machine Learning: Theory and Computation |

March 26, 2012 |
Tutorial - Large Scale Inference Alexander Smola (Yahoo! Inc.) |
Machine Learning: Theory and Computation |

March 29, 2012 |
Optimization, Learning and the Universality of Mirror Descent Nathan (Nati) Srebro (Toyota Technological Institute at Chicago) |
Machine Learning: Theory and Computation |

March 28, 2012 |
Hogwild for Machine Learning on Multicore Ben Recht (University of Wisconsin, Madison) |
Machine Learning: Theory and Computation |

March 28, 2012 |
Group lasso for genomic data Jean-Philippe Vert (École Nationale Supérieure des Mines de Paris) |
Machine Learning: Theory and Computation |

March 29, 2012 |
Modeling with Rules Cynthia Rudin (Massachusetts Institute of Technology) |
Machine Learning: Theory and Computation |

March 26, 2012 |
Tutorial - Large Scale Inference Alexander Smola (Yahoo! Inc.) |
Machine Learning: Theory and Computation |

March 29, 2012 |
Robust computer-enabled tests of goodness-of-fit Rachel Ward (The University of Texas at Austin) |
Machine Learning: Theory and Computation |

March 27, 2012 |
Tutorial - Algorithms for Sparse Optimization and Machine Learning Stephen Wright (University of Wisconsin, Madison) |
Machine Learning: Theory and Computation |

March 27, 2012 |
The blessing and the curse of the multiplicative updates
- discusses connections between in vitro selection,
and the multiplicative updates of online learning Manfred K Warmuth (University of California) |
Machine Learning: Theory and Computation |

March 29, 2012 |
Tutorial - Learning Kernels Corinna Cortes (Google Inc.) |
Machine Learning: Theory and Computation |

March 27, 2012 |
Tutorial - Algorithms for Sparse Optimization and Machine Learning Stephen Wright (University of Wisconsin, Madison) |
Machine Learning: Theory and Computation |

March 28, 2012 |
Tutorial - Part 2: Models of Social Interactions Jure Leskovec (Stanford University) |
Machine Learning: Theory and Computation |

March 27, 2012 |
Robust Statistics: Challenges of High Dimensions Constantine Caramanis (The University of Texas at Austin) |
Machine Learning: Theory and Computation |

March 26, 2012 |
Learning Loopy Graphical Models with Latent Variables: Tractable Regimes and Efficient Methods Anima Anandkumar (University of California) |
Machine Learning: Theory and Computation |

March 28, 2012 |
How to partition a country? Identification of social communities in mobile phone communication networks Vincent Blondel (Université Catholique de Louvain) |
Machine Learning: Theory and Computation |

March 29, 2012 |
Dynamic Network Analysis of the Arab Spring Kathleen Carley (Carnegie-Mellon University) |
Machine Learning: Theory and Computation |

March 26, 2012 |
Topological methods for large and complex data sets Gunnar Carlsson (Stanford University) |
Machine Learning: Theory and Computation |

March 26, 2012 |
The Convex Geometry of Linear Inverse Problems Venkat Chandrasekaran (University of California, Berkeley) |
Machine Learning: Theory and Computation |

March 27, 2012 |
Greedy Algorithms for Structurally Constrained High Dimensional Problems Pradeep Ravikumar (The University of Texas at Austin) |
Machine Learning: Theory and Computation |

March 29, 2012 |
Tutorial - Learning Kernels Corinna Cortes (Google Inc.) |
Machine Learning: Theory and Computation |

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 13, 2012 |
RUMP session Olgica Milenkovic (University of Illinois at Urbana-Champaign) |
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 14, 2012 |
Superimposed Codes and Designs for Group Testing Models Vyacheslav Rykov (University of Nebraska) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 14, 2012 |
Testing Boolean functions Alex Samorodnitsky (Hebrew University) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 17, 2012 |
From screening clone libraries to detecting biological agents Alexander Schliep (Rutgers, The State University Of New Jersey ) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 14, 2012 |
Superimposed codes Zoltan Furedi (Hungarian Academy of Sciences (MTA)) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 13, 2012 |
Identification of rare alleles and their carriers using compressed se(que)nsing Noam Shental (Open University of Israel) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 15, 2012 |
RUMP session
Yaniv Erlich (Whitehead Institute for Biomedical Research) |
Group Testing Designs, Algorithms, and Applications to Biology |

February 15, 2012 |
Shifted Transversal Design Smart-pooling: increasing sensitivity, specificity and efficiency in high-throughput biology Nicolas Thierry-Mieg (Centre National de la Recherche Scientifique (CNRS)) |
Group Testing Designs, Algorithms, and Applications to Biology |

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 |

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 |