NIPS 1994 - PDF Preprint Papers

NIPS 1994

Teaser Browsing | Click Here

Title Browsing | Click Here

Wall of Fame | Most Viewed NIPS-1994 Paper

click to vote

NIPS
1994

472views Information Technology» more NIPS 1994»

Convergence Properties of the K-Means Algorithms

14 years 1 months ago

Download www.iro.umontreal.ca

This paper studies the convergence properties of the well known K-Means clustering algorithm. The K-Means algorithm can be described either as a gradient descent algorithmor by sl...

Léon Bottou, Yoshua Bengio

claim paper

Read More »

Disclaimer and Copyright Notice

Sciweavers respects the rights of all copyright holders and in this regard, authors are only allowed to share a link to their preprint paper on their own website. Every contribution is associated with a desciptive image. It is the sole responsibility of the authors to ensure that their posted image is not copyright infringing. This service is compliant with IEEE copyright.

Related Conferences

Id	Views	Title	Status

1	472	Convergence Properties of the K-Means Algorithms	claim
2	264	An Input Output HMM Architecture	claim
3	246	Inferring Ground Truth from Subjective Labelling of Venus Images	claim
4	180	Analysis of Unstandardized Contributions in Cross Connected Networks	claim
5	178	Generalization in Reinforcement Learning: Safely Approximating the Value Function	claim
6	167	Active Learning with Statistical Models	claim
7	162	Learning to Play the Game of Chess	claim
8	159	New Algorithms for 2D and 3D Point Matching: Pose Estimation and Correspondence	claim
9	152	Finding Structure in Reinforcement Learning	claim
10	148	Real-Time Control of a Tokamak Plasma Using Neural Networks	claim
11	147	An Alternative Model for Mixtures of Experts	claim
12	142	Combining Estimators Using Non-Constant Weighting Functions	claim
13	140	A Non-linear Information Maximisation Algorithm that Performs Blind Separation	claim
14	125	Using a neural net to instantiate a deformable model	claim
15	124	Recognizing Handwritten Digits Using Mixtures of Linear Models	claim
16	124	From Data Distributions to Regularization in Invariant Learning	claim
17	121	Interference in Learning Internal Models of Inverse Dynamics in Humans	claim
18	120	Factorial Learning and the EM Algorithm	claim
19	120	Efficient Methods for Dealing with Missing Data in Supervised Learning	claim
20	120	Grouping Components of Three-Dimensional Moving Objects in Area MST of Visual Cortex	claim
21	111	The Electrotonic Transformation: a Tool for Relating Neuronal Form to Function	claim
22	108	A Connectionist Technique for Accelerated Textual Input: Letting a Network Do the Typing	claim
23	107	On-line Learning of Dichotomies	claim
24	106	Catastrophic Interference in Human Motor Learning	claim
25	104	Learning Stochastic Perceptrons Under k-Blocking Distributions	claim
26	100	Boosting the Performance of RBF Networks with Dynamic Decay Adjustment	claim
27	98	A Novel Reinforcement Model of Birdsong Vocalization Learning	claim
28	98	A Mixture Model System for Medical and Machine Diagnosis	claim
29	97	Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results	claim
30	96	Learning Prototype Models for Tangent Distance	claim
31	95	SARDNET: A Self-Organizing Feature Map for Sequences	claim
32	95	Learning with Product Units	claim
33	95	Morphogenesis of the Lateral Geniculate Nucleus: How Singularities Affect Global Structure	claim
34	94	The Ni1000: High Speed Parallel VLSI for Implementing Multilayer Perceptrons	claim
35	94	Reinforcement Learning Predicts the Site of Plasticity for Auditory Remapping in the Barn Owl	claim
36	91	Plasticity-Mediated Competitive Learning	claim
37	90	Reinforcement Learning with Soft State Aggregation	claim
38	89	Reinforcement Learning Algorithm for Partially Observable Markov Decision Problems	claim
39	87	Simplifying Neural Nets by Discovering Flat Minima	claim
40	84	Computational Structure of coordinate transformations: A generalization study	claim
41	84	Phase-Space Learning	claim
42	76	Spatial Representations in the Parietal Cortex May Use Basis Functions	claim

Sciweavers

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers