Tingran Gao

William H. Kruskal Instructor

Department of Statistics

University of Chicago

5747 S Ellis Avenue Jones 316

Chicago IL 60637-1441

Department of Statistics

University of Chicago

5747 S Ellis Avenue Jones 316

Chicago IL 60637-1441

**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 2018),*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

**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