Simon Foucart - CS seminar

Winter 2012
- March 12: Sharp RIP bound for sparse signal and low-rank matrix recovery (Tony Cai and Anru Zhang)
  was presented by Michael Minner.
- March 5: Direct inference of protein-DNA interactions using compressed sensing methods (Mohammed AlQuraishi and Harley McAdams)
  was presented by Jean-Luc Bouchot.
- February 26: General foundations of high-dimensional model representations (Herschel Rabitz and Omer Alis)
  was presented by Simon Foucart.
- February 19: Stable optimizationless recovery from phaseless linear measurements (Laurent Demanet and Paul Hand)
  was presented by Michael Minner.
- February 12: Dynamical sampling: Time-space trade-off (Akram Aldroubi, Jacqueline Davis, and Ilya Krishtal)
  was presented by Hugo Woerdeman.
- February 5: Suprema of chaos processes and the restricted isometry property (Felix Krahmer, Shahar Mendelson, and Holger Rauhut)
  was presented by Pawel Hitczenko.
- January 29: IsoLasso: A LASSO Regression Approach to RNA-Seq Based Transcriptome Assembly (Wei Li, Jianxing Feng, and Tao Jiang)
  was presented by Jean-Luc Bouchot.
- January 22: Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors (Laurent Jacques, Jason Laska, Petros Boufounos, and Richard Baraniuk)
  was presented by Simon Foucart.
Fall 2012
- December 4: Error Estimates for Orthogonal Matching Pursuit and Random Dictionaries (Paweł Bechler and Przemysław Wojtaszczyk)
  was presented by Jean-Luc Bouchot.
- November 20: Towards a mathematical theory of super-resolution (Emmanuel Candès and Carlos Fernandez-Granda) - Part 2
  was presented by Simon Foucart.
- November 13: Towards a mathematical theory of super-resolution (Emmanuel Candès and Carlos Fernandez-Granda) - Part 1
  was be presented by Simon Foucart.
- November 6: Compressed sensing with cross validation (Rachel Ward)
  will be presented by Jean-Luc Bouchot.
- October 23: On the Power of Adaptivity in Sparse Recovery (Piotr Indyk, Eric Price, and David Woodruff)
  was presented by Michael Minner.
- October 16: Linear System Identification via Atomic Norm Regularization (Parikshit Shah, Badri Narayan Bhaskar, Gongguo Tang, and Benjamin Recht)
  was presented by Hugo Woerdeman.
- October 9: Remote sensing via l1-minimization (Max Hügel, Holger Rauhut, and Thomas Strohmer)
  was presented by Michael Minner.
- October 2: One-bit compressed sensing with non-Gaussian measurements (Albert Ai, Alex Lapanowski, Yaniv Plan, and Roman Vershynin)
  was presented by Simon Foucart.
Spring 2012
- June 1: One-bit compressed sensing by linear programming (Yaniv Plan and Roman Vershynin)
  was presented by Hugo Woerdeman.
- Tuesday May 29 at 10am: Ming-Jun Lai (University of Georgia) talked on
  An $\ell_p$ minimization approximation for matrix completion
- May 25: L^1-Approximation and Finding Solutions with Small Support (Yoav Benyamini, András Króo, and Allan Pinkus)
  was presented by Jingmin Chen.
- May 18: Remi Gribonval (INRIA Rennes) talked on
  Compressible Distributions for High-dimensional Statistics
- May 4: PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming (Emmanuel Candès, Thomas Strohmer, and Vladislav Voroninski)
  was presented by Michael Minner.
- Thursday April 26 at 11am in Korman D-105: Agung Julius (Rensselaer Polytechnic Institute) talked on
  Reverse Engineering of Genetic Regulatory Networks using Convex Optimization and Related Problems
- April 20: Recovering key biological constituents through sparse representation of gene expression (Yosef Prat, Menachem Fromer, Nathan Linial, and Michael Linial)
  has been presented by David Koslicki.
- April 13: An Adaptive Inverse Scale Space Method for Compressed Sensing (Martin Burger, Michael Moller, Martin Benning, and Stanley Osher)
  has been presented by Simon Foucart.
Winter 2012
- March 16: Compressed Genotyping (Yaniv Erlich, Assaf Gordon, Michael Brand, Gregory Hannon, and Partha Mitra)
  was presented by David Koslicki.
- March 9: The Cosparse Analysis Model and Algorithms (Sangnam Nam, Mike Davies, Michael Elad, and Rémi Gribonval)
  was presented by Simon Foucart.
- March 2: High-Resolution Radar via Compressed Sensing (Matthew Herman and Thomas Strohmer)
  was presented by Michael Minner.
- February 24: Stability and robustness of l_1-minimizations with Weibull matrices and redundant dictionaries (preprint)
  was presented by Simon Foucart.
- February 10: Compressed sensing with coherent and redundant dictionaries (Emmanuel Candès, Yonina Eldar, Deanna Needell, and Paige Randall)
  was presented by Jingmin Chen.
- February 3: Instance-optimality in Probability with an l_1-Minimization Decoder (Ron DeVore, Guergana Petrova, and Przemyslaw Wojtaszczyk)
  was presented by Pawel Hitczenko.
- January 27: Hankel Matrix Rank Minimization with Applications to System Identification and Realization (Maryam Fazel, Ting Kei Pong, Defeng Sun, and Paul Tseng)
  was presented by Hugo Woerdeman.
- January 20: Compressive Radar Imaging (Richard Baraniuk and Philippe Steeghs)
  was presented by Michael Minner.
- January 13: Counting faces of randomly-projected polytopes when the projection radically lowers dimension (David Donoho and Jared Tanner)
  was presented by Simon Foucart.
Fall 2011
- November 18: Combining geometry and combinatorics: a unified approach to sparse signal recovery (Radu Berinde, Anna Gilbert, Piotr Indyk, Howard Karloff, and Martin Strauss)
  was presented by Simon Foucart.
- November 11: Tail bounds for all eigenvalues of a sum of random matrices (Alex Gittens and Joel Tropp)
  was be presented by Jingmin Chen.
- November 4: Approximation of functions of few variables in high dimensions (Ron DeVore, Guergana Petrova, and Przemyslaw Wojtaszczyk)
  and Complexity of approximation of functions of few variables in high dimensions (Przemyslaw Wojtaszczyk)
  was be presented by Simon Foucart.
- October 28: Remarks on the Restricted Isometry Property in Orthogonal Matching Pursuit algorithm (Qun Mo and Yi Shen)
  and Sparse Recovery with Orthogonal Matching Pursuit under RIP (Tong Zhang)
  was be presented by Simon Foucart.
- October 21: Nonuniform sparse recovery with subgaussian matrices (Ulas Ayaz and Holger Rauhut)
  and Simple bounds for low-complexity model reconstruction (Emmanuel Candès and Ben Recht)
  was be presented by Michael Minner.

Compressive Sensing, Extensions, and Applications

During Spring 2013, the seminar is usually held every Tuesday from 2pm to 3pm in Korman 245.