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

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

May 10, 2012 |
Modeling Social Data Jake Hofman (Yahoo! Inc.) |
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 09, 2012 |
Multi-Application User Interest Modeling Frank Shipman (Texas A & M University) |
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 |

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 |

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 |

September 08, 2011 |
Mathematical Tools for EMD-like decompositions Ingrid Daubechies (Duke University) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 09, 2011 |
Detection of Structural Breaks and Outliers in Time Series
Richard Davis (Columbia University) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

September 09, 2011 |
Sampling strategies and mesh refinements Bjorn Engquist (The University of Texas at Austin) |
Instantaneous Frequencies and Trends for Nonstationary Nonlinear Data |

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 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 |
Fast algorithms for oscillatory kernels Lexing Ying (The University of Texas at Austin) |
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 |

October 15, 2010 |
A Novel Approach to Tight Bouonds and Statistical Information of Rounding Errors Ping Tak Tang (D. E. Shaw Research) |
A Novel Approach to Tight Bouonds and Statistical Information of Rounding Errors - Peter Tang (D.E. Shaw Research) |

October 17, 2010 |
Random lsc functions and expectation functionals Roger Wets (University of California, Davis) |
Computing with Uncertainty |

October 17, 2010 |
Introduction to the calculus of expectation
functionals Roger Wets (University of California) |
Computing with Uncertainty |

October 16, 2010 |
Lecture 1 Christoph Schwab (ETH Zürich) |
Computing with Uncertainty |

October 16, 2010 |
Lecture 2. Mathematical problems parametrized by a finite number of input random variables (finite dimensional case). Perturbation techniques and second order moment analysis. Sampling methods: Monte Carlo and variants; convergence analysis Raul Tempone (King Abdullah University of Science & Technology) |
Computing with Uncertainty |

October 16, 2010 |
Lecture 3 Raul Tempone (King Abdullah University of Science & Technology) |
Computing with Uncertainty |

October 17, 2010 |
Lecture 4. Elliptic equations with random input parameters: regularity results; convergence analysis for Galerkin and Collocation approximations. Anisotropic approximations Raul Tempone (King Abdullah University of Science & Technology) |
Computing with Uncertainty |

October 17, 2010 |
Lecture 5. Numerical examples, numerical comparison of SGM and SCM. Adaptive approximation Raul Tempone (King Abdullah University of Science & Technology) |
Computing with Uncertainty |

October 17, 2010 |
Lecture 6. The infinite dimensional case Christoph Schwab (ETH Zürich) |
Computing with Uncertainty |

October 16, 2010 |
A brief review of variational analysis Roger Wets (University of California, Davis) |
Computing with Uncertainty |

October 16, 2010 |
Random sets Roger Wets (University of California, Davis) |
Computing with Uncertainty |

October 31, 2010 |
Least-squares methods for PDEs: A fair and balanced perspective Pavel Bochev (Sandia National Laboratories) |
Tutorials on Some Novel Discretization Techniques |

October 30, 2010 |
Tutorial on HDG methods Bernardo Cockburn (University of Minnesota, Twin Cities) |
Tutorials on Some Novel Discretization Techniques |

October 31, 2010 |
Recent advances in mutliscale finite element methods Thomas Hou (California Institute of Technology) |
Tutorials on Some Novel Discretization Techniques |

October 31, 2010 |
Fast spectral-Galerkin methods: from one dimension to high dimension
Jie Shen (Purdue University) |
Tutorials on Some Novel Discretization Techniques |

October 30, 2010 |
Introduction to finite element exterior calculus Ragnar Winther (University of Oslo) |
Tutorials on Some Novel Discretization Techniques |

October 31, 2010 |
Reduced complexity models you can believe in Jan Hesthaven (Brown University) |
Tutorials on Some Novel Discretization Techniques |

September 17, 2010 |
Preparing Resumes and CV's for Industrial Positions Darren Kaltved (University of Minnesota, Twin Cities) |
Preparing Resumes and CV's for Industrial Positions - Darren Kaltved (Associate Director - Career Center for Science and Engineering, University of Minnesota) |

January 03, 2011 |
Welcome to the IMA Fadil Santosa |
First Abel Conference: A Mathematical Celebration of John Tate |

January 04, 2011 |
Permanence following Temkin Michel Raynaud (Université de Paris XI (Paris-Sud)) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 04, 2011 |
An equivariant main conjecture in Iwasawa theory and applications Cristian Popescu (University of California, San Diego) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 05, 2011 |
P-adic periods and derived de Rham cohomology Alexander Beilinson (University of Chicago) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 04, 2011 |
The average rank of elliptic curves Manjul Bhargava (Princeton University) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 05, 2011 |
Vector bundles and p-adic Galois representations Jean-Marc Fontaine (Université de Paris XI (Paris-Sud)) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 03, 2011 |
Points on Shimura varieties mod p Mark Kisin (Harvard University) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 03, 2011 |
Elliptic curves: problems and applications Carl Pomerance (Dartmouth College) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 05, 2011 |
Random maximal isotropic subspaces and Selmer groups Bjorn Poonen (Massachusetts Institute of Technology) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 04, 2011 |
On the geometry of character varieties Fernando Rodriguez Villegas (The University of Texas at Austin) |
First Abel Conference: A Mathematical Celebration of John Tate |

January 03, 2011 |
Selmer ranks of elliptic curves in families of quadratic twists Karl Rubin (University of California) |
First Abel Conference: A Mathematical Celebration of John Tate |

November 28, 2010 |
Geometric Multigrid Methods Susanne Brenner (Louisiana State University) |
Fast Solution Techniques |

November 28, 2010 |
An algebraic multigrid tutorial Robert Falgout (Lawrence Livermore National Laboratory) |
Fast Solution Techniques |

November 28, 2010 |
Domain decomposition methods for partial differential equations David Keyes (King Abdullah University of Science & Technology) |
Fast Solution Techniques |

November 28, 2010 |
An introduction to domain decomposition algorithms Olof Widlund (New York University) |
Fast Solution Techniques |

November 29, 2010 |
Adaptive finite element methods Ricardo Nochetto (University of Maryland) |
Fast Solution Techniques |

November 29, 2010 |
A parallel computing tutorial Ulrike Yang (Lawrence Livermore National Laboratory) |
Fast Solution Techniques |

April 08, 2011 |
Learning on Manifolds Fatih Porikli |
Learning on Manifolds - Fatih Porikli (Mitsubishi Electric Research Laboratories |

February 25, 2011 |
Role of Signals and Systems Theory in Solutions and Services Business Lalit Mestha (Xerox Research Center, Webster) |
Role of Signals and Systems Theory in Solutions and Services Business - Lalit K. Mestha (Xerox Corporation) |

February 28, 2012 |
Inferring mechanisms of compensation from genetic interaction networks Lenore Cowen (Tufts University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
A Fine-Grained Distance Metric for Small Worlds Mark Crovella (Boston University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
Inference and analysis of AP-MS-derived protein-protein interaction networks Mathieu Blanchette (McGill University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 28, 2012 |
Statistics for Re-Identification in Network Models Shawndra Hill (University of Pennsylvania) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 28, 2012 |
Dynamics over dynamic networks - Internet traffic and connectivity Walter Willinger (AT&T Laboratories - Research) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 01, 2012 |
Interactive visual data mining on large networks; scale changes everything Igor Jurisica (University of Toronto) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 01, 2012 |
Network Archaeology: Uncovering Ancient Networks from Present-Day Interactions Carl Kingsford (University of Maryland) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
Integrative -omics for the Systems Biology of Complex Phenotypes Mehmet Koyuturk (Case Western Reserve University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 28, 2012 |
Tutorial - Politics, Petitions, and Propagation David Liben-Nowell (Carleton College) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 01, 2012 |
Biology through network lenses Tijana Milenkovic (University of Notre Dame) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 27, 2012 |
Reconstructing network evolution in biological systems. John Pinney (Imperial College London) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 01, 2012 |
Using Qualitative Models of Network Dynamics to Study Cancer and Terrorism Derek Ruths (McGill University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
Predicting Chemotherapeutic Response Using Optimally Discriminative Subnetworks Phuong Dao (Simon Fraser University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 01, 2012 |
Visual Analytics of Dynamic Web and Social Networks Masashi Toyoda (University of Tokyo) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
Discovery of Significantly Mutated Subnetworks in Cancer Fabio Vandin (Brown University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
From protein networks to disease mechanisms Roded Sharan (Tel Aviv University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 28, 2012 |
Network topology as a source of biological information Natasha Przulj (Imperial College London) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 27, 2012 |
Collective Graph Identification Lise Getoor (University of Maryland) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
You Can Pick Your (Best) Friends David Liben-Nowell (Carleton College) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 27, 2012 |
Dense Subgraphs and their Applications Samir Khuller (University of Maryland) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 02, 2012 |
Unveiling Anomalies in Large-Scale Networks via Sparsity and Low Rank Georgios Giannakis (University of Minnesota, Twin Cities) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 02, 2012 |
Social Dimensions of Global Climate Change: Network Applications Jeff Broadbent (University of Minnesota, Twin Cities) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 02, 2012 |
Structural analysis of complex networks: from local measurements to eigenvalues Victor Preciado (University of Pennsylvania) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 02, 2012 |
Systems-level insights from large-scale combinatorial perturbation experiments in yeast Chad Myers (University of Minnesota, Twin Cities) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 27, 2012 |
Tutorial - Network Science and the Allure of Big Data: Internet Connectivity as a Case Study Walter Willinger (AT&T Laboratories - Research) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 27, 2012 |
Tutorial - Analyzing cellular networks: Moving from topological to attribute-driven analysis Mona Singh (Princeton University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 27, 2012 |
Systematic analysis of drug interactions Frederick Roth (University of Toronto) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

February 29, 2012 |
Toward bridging the gap between genotype and phenotype – systems biology approach Teresa Przytycka (National Center for Biotechnology Information) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 01, 2012 |
Supporting Statistical Hypothesis Testing over Graphs Jennifer Neville (Purdue University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |

March 01, 2012 |
Detecting Overlapping Communities Using the Ground-truth Communities Jure Leskovec (Stanford University) |
Network Links: Connecting Social, Communication, and Biological Network Analysis |