11![Towards a Theoretical Foundation for Laplacian-Based Manifold Methods Mikhail Belkin and Partha Niyogi The University of Chicago, Department of Computer Science {misha, niyogi}@cs.uchicago.edu Towards a Theoretical Foundation for Laplacian-Based Manifold Methods Mikhail Belkin and Partha Niyogi The University of Chicago, Department of Computer Science {misha, niyogi}@cs.uchicago.edu](https://www.pdfsearch.io/img/7937b3d18b43eae5d3cda0d2d32c1377.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2006-11-14 19:45:48
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12![Face Recognition Using Laplacianfaces Xiaofei He†, Shuicheng Yan‡, Yuxiao Hu*, Partha Niyogi†, Hong-Jiang Zhang* Department of Computer Science, The University of Chicago, 1100 E. 58th Street, Chicago, IL 60637 † Face Recognition Using Laplacianfaces Xiaofei He†, Shuicheng Yan‡, Yuxiao Hu*, Partha Niyogi†, Hong-Jiang Zhang* Department of Computer Science, The University of Chicago, 1100 E. 58th Street, Chicago, IL 60637 †](https://www.pdfsearch.io/img/4cea22f3a811ada38da63a0b9f82b16f.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2004-04-29 16:17:30
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13![Convergence of Laplacian Eigenmaps Mikhail Belkin∗and Partha Niyogi† May 15, 2008 Abstract Geometrically based methods for various tasks of data analysis Convergence of Laplacian Eigenmaps Mikhail Belkin∗and Partha Niyogi† May 15, 2008 Abstract Geometrically based methods for various tasks of data analysis](https://www.pdfsearch.io/img/4bf243f9d228f3422c32f8d91894b14a.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2008-12-10 12:54:08
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14![INTRINSIC FOURIER ANALYSIS ON THE MANIFOLD OF SPEECH SOUNDS Aren Jansen Partha Niyogi The University of Chicago INTRINSIC FOURIER ANALYSIS ON THE MANIFOLD OF SPEECH SOUNDS Aren Jansen Partha Niyogi The University of Chicago](https://www.pdfsearch.io/img/abefb5d7808c9144fa6032f3b2793613.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2006-06-02 15:37:47
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15![Semi-Supervised Learning on Riemannian Manifolds Mikhail Belkin∗ , Partha Niyogi † University of Chicago, Department of Computer Science Semi-Supervised Learning on Riemannian Manifolds Mikhail Belkin∗ , Partha Niyogi † University of Chicago, Department of Computer Science](https://www.pdfsearch.io/img/1a74c1f045a6f4ace960a521dfcabe59.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2006-06-01 19:07:10
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16![DISTINCTIVE FEATURE DETECTION USING SUPPORT VECTOR MACHINES Partha Niyogi, Chris Burges, and Padma Ramesh Bell Labs, Lucent Technologies, USA. ABSTRACT dcl d DISTINCTIVE FEATURE DETECTION USING SUPPORT VECTOR MACHINES Partha Niyogi, Chris Burges, and Padma Ramesh Bell Labs, Lucent Technologies, USA. ABSTRACT dcl d](https://www.pdfsearch.io/img/a2a62d0451a2ff89f847d8723f470e36.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2006-06-02 15:10:44
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17![MULTIPLE CLASSIFIERS BY CONSTRAINED MINIMIZATION Partha Niyogi Jean-Benoit Pierrot Olivier Siohan MULTIPLE CLASSIFIERS BY CONSTRAINED MINIMIZATION Partha Niyogi Jean-Benoit Pierrot Olivier Siohan](https://www.pdfsearch.io/img/8ac1ca7ef09f512bf7b935a5a5381df5.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2004-02-17 22:59:11
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18![Sampling Hypersurfaces through Diffusion Hariharan Narayanan and Partha Niyogi Department of Computer Science, University of Chicago, USA, {hari,niyogi}@cs.uchicago.edu Abstract. We are interested in efficient algorithm Sampling Hypersurfaces through Diffusion Hariharan Narayanan and Partha Niyogi Department of Computer Science, University of Chicago, USA, {hari,niyogi}@cs.uchicago.edu Abstract. We are interested in efficient algorithm](https://www.pdfsearch.io/img/81dde819f5832b0967ebc98d58ebb0ae.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2008-12-10 13:12:03
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19![A Topological View of Unsupervised Learning from Noisy Data ∗ P. Niyogi†, S. Smale‡, S. Weinberger§ May 15, 2008 Abstract A Topological View of Unsupervised Learning from Noisy Data ∗ P. Niyogi†, S. Smale‡, S. Weinberger§ May 15, 2008 Abstract](https://www.pdfsearch.io/img/fdf3972c1a3173171ad6727fc7da212c.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2008-12-10 12:54:50
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20![Finding the Homology of Submanifolds with High Confidence from Random Samples∗ P. Niyogi†, S. Smale‡, S. Weinberger§ March 15, 2006 Finding the Homology of Submanifolds with High Confidence from Random Samples∗ P. Niyogi†, S. Smale‡, S. Weinberger§ March 15, 2006](https://www.pdfsearch.io/img/778dfdc25ea2bddfaab7ad674cae1400.jpg) | Add to Reading ListSource URL: people.cs.uchicago.eduLanguage: English - Date: 2006-08-08 11:03:02
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