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

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 |

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 |

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 |

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) |

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 |

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 17, 2010 |
Introduction to the calculus of expectation
functionals Roger Wets (University of California) |
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 16, 2010 |
Lecture 1 Christoph Schwab (ETH Zürich) |
Computing with Uncertainty |

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

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) |

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 |
Instantaneous Frequencies and Trends in Biomedical Applications Chung-Kang Peng (Harvard Medical School) |
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 |
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 |

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 |

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 |

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 |

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

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 26, 2012 |
Principal Components of Cumulants Lek-Heng Lim (University of Chicago) |
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 |
Efficient Optimal Learning for Contextual Bandits Satyen Kale (IBM) |
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 |
Group lasso for genomic data Jean-Philippe Vert (École Nationale Supérieure des Mines de Paris) |
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 29, 2012 |
Robust computer-enabled tests of goodness-of-fit Rachel Ward (The University of Texas at Austin) |
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 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 27, 2012 |
Tutorial - Algorithms for Sparse Optimization and Machine Learning Stephen Wright (University of Wisconsin, Madison) |
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 29, 2012 |
Tutorial - Learning Kernels Corinna Cortes (Google Inc.) |
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 |
Tutorial - Part 2: Models of Social Interactions Jure Leskovec (Stanford University) |
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 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 |

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 |
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 |
Competitive Testing for Evaluating Priced Functions Ferdinando Cicalese (Università di Salerno) |
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 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 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 |