Tingran Gao
William H. Kruskal Instructor
Department of Statistics
University of Chicago
5747 S Ellis Avenue Jones 316
Chicago IL 60637-1441

Seminars

  • Multi-Representation Manifold Learning on Fibre Bundles. Applied Mathematics & Analysis Seminar, Duke University, Durham NC, September 25, 2019 slides
  • Multi-Representation Manifold Learning on Fibre Bundles. Algorithm Seminar, Boston College, Boston MA, September 20, 2019
  • Multi-Representation Manifold Learning on Fibre Bundles. Geometry/Topology Seminar, Boston College, Boston MA, September 19, 2019
  • Multi-Representation Manifold Learning on Fibre Bundles. Data Science Seminar, Johns Hopkins University, Baltimore MD, September 11, 2019
  • Synchronizing Phases: Harmonic Retrieval in Cryo-Electron Microscopy. Academy of Mathematics and Systems Science, Chinese Academy of Science, Beijing, China, July 3, 2019
  • Manifold Learning on Fibre Bundles. Computational and Applied Mathematics Colloquium, Committee on Computational and Applied Mathematics, Department of Statistics, The University of Chicago, Chicago IL, May 16, 2019 slides
  • Multi-Frequency Phase Synchronization. Applied Algebra Seminar, Department of Mathematics, University of Wisconsin—Madison, Madison, WI, April 26, 2019 slides
  • Manifold Learning on Fibre Bundles. Geometry Seminar, Department of Mathematics, Texas A&M University, College Station TX, March 4, 2019 slides
  • Gaussian Process Landmarking on Manifolds, with an Application to Geometric Morphometrics. Coordinated Science Laboratory (CSL) SINE Seminar, University of Illinois at Urbana-Champaign (UIUC), Champaign IL, November 19, 2018
  • Synchronization Problems: Geometry Meets Learning. Applied and Computational Mathematics Seminar, National University of Singapore, Singapore, September 18, 2018
  • The Geometry of Synchronization Problems and Learning Group Actions. Algorithms Seminar, Duke University, Durham NC, February 16, 2017
  • Synchronization Problems and Manifold Learning on Fibre Bundles. Geometry and Topology Seminar, North Carolina State University, Raleigh NC, January 18, 2017
  • Synchronization Problems and the Diffusion Geometry of Shape Spaces. Mathematical Sciences Colloquium, Department of Mathematics, Rensselaer Polytechnic Institute, Troy NY, April 18, 2016
  • Geometry Processing and Visualization in Paleontology. Visualization Friday Forum, Duke University, Durham NC, March 11, 2016 video
  • An Invitation to Geometry Processing. Graduate/Faculty Seminar, Duke University, September 25, 2015
  • Hypoelliptic Diffusion Maps. Data Seminar, Duke University, April 16, 2015

Conferences

  • Multi-Representation Manifold Learning on Fibre Bundles, BIRS—CMO Workshop on Computational Harmonic Analysis and Data Science, Casa Matemática Oaxaca, Oaxaca, Mexico, October 28, 2019 slides
  • Irreducible Representations and Multi-Frequency Angular Synchronization, 2019 Joint Statistical Meetings (American Statistical Association), Invited Papers Session on "Fiber Bundles in Statistical Inference and Probability", Denver CO, July 28, 2019 slides
  • Uniform-in-Time Weak Error Analysis for Stochastic Gradient Descent Algorithms via Diffusion Approximation, 9th International Congress on Industrial and Applied Mathematics, Minisymposium on "Mathematical Theory and Applications of Deep Learning", Valencia, Spain, July 17, 2019
  • Semi-Riemannian Manifold Optimization, 2019 SIAM Conference on Applied Algebra and Geometry, Minisymposium on "Numerical Differential Geometry", Bern, Switzerland, July 9, 2019
  • Multi-Frequency Phase Synchronization and Class Averaging for Three-Dimensional Cryo-Electron Microscopy. Workshop on High-Dimensional Learning and Computation in Physics, National University of Singapore, Singapore, June 22, 2019
  • Multi-Frequency Phase Synchronization. The 36th International Conference on Machine Learning (ICML 2019), Long Beach Convention Center, Long Beach CA, June 13, 2019 slides
  • Multi-Frequency Phase Synchronization and Class Averaging for Three-Dimensional Cryo-Electron Microscopy. IPAM Geometry and Learning Culminating Workshop, Lake Arrowhead Conference Center, Lake Arrowhead CA, June 11, 2019 slides
  • Multi-Frequency Phase Synchronization and Class Averaging for Three-Dimensional Cryo-Electron Microscopy. Conference on Geometric Data Analysis, Stevanovich Center for Financial Mathematics, The University of Chicago, Chicago IL, May 23, 2019 slides
  • Gaussian Process Landmarking on Manifolds. Geometry and Learning from Data in 3D and Beyond Workshop II: Shape Analysis, Institute for Pure and Applied Mathematics (IPAM), UCLA, Los Angeles, CA, April 19, 2019 slides
  • Semi-Riemannian Manifold Optimization. 2018 China-Korea International Conference on Matrix Theory with Applications (ICMTA 2018), Shanghai University, Shanghai, China, December 19, 2018 slides
  • Synchronization Problems: Geometry Meets Learning. Twenty Years' Anniversary of the Academic Talent Program 1998—2018, Symposium on Mathematics, Beijing, China, July 18, 2018 slides
  • Gaussian Process Landmarking on Manifolds. The 9th International Conference on Curves and Surfaces, Arcachon, France, June 30, 2018 slides
  • Gaussian Process Landmarking on Manifolds. Daubechies64: Time, Frequency, and Everything That Follows, Park Molenheide, Houthalen-Helchteren, Belgium, June 27, 2018
  • Synchronization Problems: Geometry Meets Learning. Dynamics, Topology and Computations 2018 (DyToComp2018), Będlewo, Poland, June 25, 2018 slides
  • A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets. SIAM Conference on Imagining Science 2018, Minisymposium on "Low Dimensional Structures in Imaging Science", Bologna, Italy, June 7, 2018 slides
  • The Geometry of Synchronization Problems and Learning Group Actions. SIAM Conference on Imagining Science 2018, Minisymposium on "Geometry and Learning in 3D Shape Analysis", Bologna, Italy, June 6, 2018 slides
  • Synchronization: Geometry Meets Learning. IMA Workshop on "Bridging Statistics and Sheaves", Institute of Mathematics and its Applications, Minneapolis MN, May 22, 2018 slides video
  • Synchronization Problems: From Geometry to Learning. Oberwolfach Workshop on "Applied Harmonic Analysis and Data Processing", Mathematisches Forschungsinstitut Oberwolfach, Oberwolfach, Germany, March 29, 2018 slides
  • Gaussian Process Landmarking on Manifolds. The 42nd SIAM Southeastern Atlantic Sectional Conference, Chapel Hill NC, March 10, 2018 slides
  • Geometry of Synchronization Problems and Learning Group Actions. 2017 SIAM Conference on Applied Algebra and Geometry, Atlanta GA, August 1, 2017
  • Manifold Learning on Fibre Bundles. 2017 Meeting of the International Linear Algebra Society, Ames IA, July 27, 2017
  • Diffusion Geometry and Manifold Learning on Fibre Bundles. 2017 SIAM Annual Meeting, Pittsburgh PA, July 11, 2017 video
  • The Diffusion Geometry of Shape Spaces. AMS Sectional Meeting: Special Session on Geometry and Topology in Image and Shape Analysis, North Carolina State University, Raleigh NC, November 13, 2016
  • Machine Learning, Fibre Bundles and Biological Morphology. Shape Anlysis and Learning by Geometry and Machine, Institute for Pure and Applied Mathematics (IPAM), UCLA, Los Angeles CA, Feb 1, 2016 slides video
  • The Diffusion Geometry of Shape Spaces. Triangle Area Graduate Mathematics Conference, North Carolina State University, March 21, 2015