Partha Niyogi

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All published works
Action Title Year Authors
+ Heat flow and a faster algorithm to compute the surface area of a convex body 2013 Mikhail A. Belkin
Hariharan Narayanan
Partha Niyogi
+ Almost-everywhere algorithmic stability and generalization error 2013 Samuel Kutin
Partha Niyogi
+ Almost-everywhere algorithmic stability and generalization error 2012 Samuel Kutin
Partha Niyogi
+ PDF Chat A Topological View of Unsupervised Learning from Noisy Data 2011 Partha Niyogi
Stephen T. Smale
Shmuel Weinberger
+ Point process models for event-based speech recognition 2009 Aren Jansen
Partha Niyogi
+ Diffusion in computer science and statistics 2009 Partha Niyogi
Hariharan Narayanan
+ Sampling Hypersurfaces through Diffusion 2008 Hariharan Narayanan
Partha Niyogi
+ Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization 2006 Sayan Mukherjee
Partha Niyogi
Tomaso Poggio
Ryan Rifkin
+ PDF Chat Heat Flow and a Faster Algorithm to Compute the Surface Area of a Convex Body 2006 Mikhail A. Belkin
Hariharan Narayanan
Partha Niyogi
+ Statistical Learning: Stability is Sufficient for Generalization and Necessary and Sufficient for Consistency of Empirical Risk Minimization 2004 Sayan Mukherjee
Partha Niyogi
Tomaso Poggio
Ryan Rifkin
+ Measuring the Functional Load of Phonological Contrasts 2003 Dinoj Surendran
Partha Niyogi
+ Problems of learning on manifolds 2003 Partha Niyogi
Mikhail A. Belkin
+ Almost-everywhere algorithmic stability and generalization error 2002 Samuel Kutin
Partha Niyogi
+ Epsilon focusing—A strategy for active example selection 1998 Partha Niyogi
Kah-Kay Sung
+ PDF Chat A Note on Zipf's Law, Natural Languages, and Noncoding DNA Regions. 1995 Partha Niyogi
Robert C. Berwick
+ A Note on Zipf's Law, Natural Languages, and Noncoding DNA regions 1995 Partha Niyogi
Robert C. Berwick
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat A random polynomial-time algorithm for approximating the volume of convex bodies 1991 Martin Dyer
Alan Frieze
Ravi Kannan
3
+ Distribution-free performance bounds for potential function rules 1979 Luc Devroye
T. Wagner
3
+ The covering number in learning theory 2002 Ding‐Xuan Zhou
2
+ PDF Chat A Deterministic Algorithm for Approximating the Mixed Discriminant and Mixed Volume, and a Combinatorial Corollary 2002 Gurvits
Samorodnitsky
2
+ A Probabilistic Theory of Pattern Recognition 1996 Luc Devroye
LĂĄszlĂł GyĂśrfi
GĂĄbor Lugosi
2
+ Regularization of Inverse Problems 1996 Heinz W. Engl
Martin Hanke
Andreas B. Neubauer
2
+ Geometric Random Walks: a Survey 2007 Santosh Vempala
2
+ PDF Chat A General Class of Exponential Inequalities for Martingales and Ratios 1999 VĂ­ctor H. de la PeĂąa
2
+ PDF Chat A geometric inequality and the complexity of computing volume 1986 Gy. Elekes
2
+ PDF Chat A Polynomial-Time Algorithm to Approximate the Mixed Volume within a Simply Exponential Factor 2009 Leonid Gurvits
2
+ A new algorithm for minimizing convex functions over convex sets 1996 Pravin M. Vaidya
2
+ Hit-and-run from a corner 2004 LĂĄszlĂł LovĂĄsz
Santosh Vempala
2
+ On The Complexity of Computing Mixed Volumes 1998 Martin Dyer
Peter Gritzmann
Alexander Hufnagel
2
+ PDF Chat A new look at independence 1996 Michel Talagrand
2
+ On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities 2015 Vladimir Vapnik
Alexey Chervonenkis
2
+ PDF Chat Computing the volume is difficult 1987 Imre BĂĄrĂĄny
ZoltĂĄn FĂźredi
2
+ Solving convex programs by random walks 2004 Dimitris Bertsimas
Santosh Vempala
2
+ PDF Chat Computing Persistent Homology 2004 Afra Zomorodian
Gunnar Carlsson
2
+ Simulated annealing in convex bodies and an <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:msup><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mo>*</mml:mo></mml:mrow></mml:msup><mml:mo stretchy="false">(</mml:mo><mml:msup><mml:mrow><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msup><mml:mo stretchy="false">)</mml:mo></mml:math> volume algorithm 2005 LĂĄszlĂł LovĂĄsz
Santosh Vempala
2
+ Geometric Parameters in Learning Theory 2004 Shahar Mendelson
2
+ Almost-everywhere algorithmic stability and generalization error 2002 Samuel Kutin
Partha Niyogi
2
+ Random generation of combinatorial structures from a uniform distribution 1986 Mark Jerrum
Leslie G. Valiant
Vijay V. Vazirani
2
+ Fast Algorithms for Logconcave Functions: Sampling, Rounding, Integration and Optimization 2006 LĂĄszlĂł LovĂĄsz
Santosh Vempala
1
+ Simulated Annealing for Convex Optimization 2006 Adam Tauman Kalai
Santosh Vempala
1
+ Introductory Real Analysis. 1971 J. M. H. Olmsted
A. N. Kolmogorov
Sergey Fomin
R. A. Silverman
1
+ Encyclopedia of Mathematics and its Applications. 1982 Y. L. L.
William B. Jones
W. J. Thron
1
+ Mixing rates for Brownian motion in a convex polyhedron 1990 Peter Matthews
1
+ PDF Chat Stability of Persistence Diagrams 2006 David Cohen‐Steiner
Herbert Edelsbrunner
John Harer
1
+ Riemannian geometry 1992 Manfredo do Carmo
1
+ PDF Chat Majorizing measures: the generic chaining 1996 Michel Talagrand
1
+ Type, infratype and the Elton-Pajor theorem 1992 Michel Talagrand
1
+ Uniform Central Limit Theorems 1999 R. M. Dudley
1
+ Heuristics of instability and stabilization in model selection 1996 Leo Breiman
1
+ PDF Chat Three-dimensional alpha shapes 1994 Herbert Edelsbrunner
Ernst P. MĂźcke
1
+ Handbook of Combinatorics 1995 Ronald Graham
Martin GrĂśtschel
LĂĄszlĂł LovĂĄsz
1
+ An Elementary Introduction to Modern Convex Geometry 1997 Keith Ball
1
+ Diffusion maps, spectral clustering and reaction coordinates of dynamical systems 2006 Boaz Nadler
StĂŠphane Lafon
Ronald R. Coifman
Ioannis G. Kevrekidis
1
+ Computing Betti Numbers via Combinatorial Laplacians 1998 Joel Friedman
1
+ Convex Bodies: The Brunn–Minkowski Theory 1993 Rolf Schneider
1
+ 書評「T. Kaczynski, K. Mischaikow, and M. Mrozek:Computational Homology (Applied Mathematical Sciences 157, Springer-Verlag, 2004 年, 480 ページ)」 2005 裕章 平岡
貴之 坂上
1
+ A Point Process Framework for Relating Neural Spiking Activity to Spiking History, Neural Ensemble, and Extrinsic Covariate Effects 2004 Wilson Truccolo
Uri T. Eden
Matthew Fellows
John P. Donoghue
Emery N. Brown
1
+ PDF Chat Concentration inequalities using the entropy method 2003 StĂŠphane Boucheron
GĂĄbor Lugosi
Pascal Massart
1
+ Random Vectors in the Isotropic Position 1999 Mark Rudelson
1
+ PDF Chat Empirical graph Laplacian approximation of Laplace–Beltrami operators: Large sample results 2006 Evarist Giné
Vladimir Koltchinskii
1
+ A Few Notes on Statistical Learning Theory 2003 Shahar Mendelson
1
+ Elements of Algebraic Topology 2018 James R. Munkres
1
+ On the method of bounded differences 1989 Colin McDiarmid
1
+ PDF Chat Heat Flow and a Faster Algorithm to Compute the Surface Area of a Convex Body 2006 Mikhail A. Belkin
Hariharan Narayanan
Partha Niyogi
1
+ Hit-and-Run from a Corner 2006 LĂĄszlĂł LovĂĄsz
Santosh Vempala
1
+ PDF Chat Covering Problems for Brownian Motion on Spheres 1988 Peter Matthews
1