John Platt

发表

Large Margin DAG's for Multiclass Classification

John Platt, Nello Cristianini, John Shawe-Taylor, 1999 .

Efficient Structure Learning of Markov Networks using L1-Regularization

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

20.4: Displaced Filtering for Patterned Displays

John Platt, James F. Blinn, Don P. Mitchell, 2000 .

Using Combinatorial Optimization within Max-Product Belief Propagation

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

No-regret Algorithms for Online Convex Programs

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Nonnegative Sparse PCA

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Large-Scale Sparsified Manifold Regularization

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

PhotoTOC: automatic clustering for browsing personal photographs

Mary Czerwinski, John Platt, Brent A. Field, 2003, Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint.

Fundamental Limitations of Spectral Clustering

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Bayesian Image Super-resolution, Continued

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Comparative Gene Prediction using Conditional Random Fields

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Online Clustering of Moving Hyperplanes

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Combining causal and similarity-based reasoning

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Multiple Instance Learning for Computer Aided Diagnosis

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Bayesian Ensemble Learning

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Large Scale Hidden Semi-Markov SVMs

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Context Effects in Category Learning: An Investigation of Four Probabilistic Models

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Optimal Single-Class Classification Strategies

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Blind source separation for over-determined delayed mixtures

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Learning annotated hierarchies from relational data

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Heating and melting deformable models (from goop to glop)

John Platt, Demetri Terzopoulos, Kurt W. Fleischer, 1989 .

Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods

John Platt, J. Platt, 1999 .

Aggregating Classification Accuracy across Time: Application to Single Trial EEG

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Efficient Methods for Privacy Preserving Face Detection

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Unsupervised Regression with Applications to Nonlinear System Identification

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Adaptive filtering system for advertizing news

John Platt, Carl M. Kadie, David E. Heckerman, 2003 .

Differential Entropic Clustering of Multivariate Gaussians

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Large Margin Hidden Markov Models for Automatic Speech Recognition

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

An Application of Reinforcement Learning to Aerobatic Helicopter Flight

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Learning to Rank with Nonsmooth Cost Functions

Thomas Hofmann, Bernhard Schölkopf, Quoc V. Le, 2006, NIPS.

Stability of K-Means Clustering

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

A Nonparametric Bayesian Method for Inferring Features From Similarity Judgments

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

A selective attention multi-chip system with dynamic synapses and spiking neurons

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Method and apparatus for improving the resolution of displayed images on display devices structured

John Platt, Don P. Mitchell, Claude Betrisey, 2000 .

Temporal dynamics of information content carried by neurons in the primary visual cortex

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

In-Network PCA and Anomaly Detection

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Minimizing Calibration Effort for an Indoor 802.11 Device Location Measurement System

John Platt, John Krumm, J. Krumm, 2003 .

Ordinal Regression by Extended Binary Classification

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Boosting Structured Prediction for Imitation Learning

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Multi-Instance Multi-Label Learning with Application to Scene Classification

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Game Theoretic Algorithms for Protein-DNA binding

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Sparse Representation for Signal Classification

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Implicit Online Learning with Kernels

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Denoising and Dimension Reduction in Feature Space

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Sparse Kernel Orthonormalized PLS for feature extraction in large data sets

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

ALADIN: Active Learning of Anomalies to Detect Intrusion

John Platt, Jack W. Stokes, J. Platt, 2008 .

AdaBoost is Consistent

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Convergence of Laplacian Eigenmaps

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

The Trill Incremental Analytics Engine

Badrish Chandramouli, John Platt, Robert DeLine, 2014 .

Duplicate Detection and Audio Thumbnails with Audio Fingerprinting

John Platt, Christopher J. C. Burges, Daniel Plastina, 2004 .

Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Unified Inference for Variational Bayesian Linear Gaussian State-Space Models

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Detecting Humans via Their Pose

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Fast Discriminative Visual Codebooks using Randomized Clustering Forests

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Tighter PAC-Bayes Bounds

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Single Channel Speech Separation Using Factorial Dynamics

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

The Neurodynamics of Belief Propagation on Binary Markov Random Fields

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Temporal Coding using the Response Properties of Spiking Neurons

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Active learning for misspecified generalized linear models

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Online Classification for Complex Problems Using Simultaneous Projections

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Stochastic Relational Models for Discriminative Link Prediction

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Statistical Modeling of Images with Fields of Gaussian Scale Mixtures

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Scalable Discriminative Learning for Natural Language Parsing and Translation

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

iLSTD: Eligibility Traces and Convergence Analysis

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

An EM Algorithm for Localizing Multiple Sound Sources in Reverberant Environments

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Real-time adaptive information-theoretic optimization of neurophysiology experiments

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Speakers optimize information density through syntactic reduction

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Data Integration for Classification Problems Employing Gaussian Process Priors

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Automated Hierarchy Discovery for Planning in Partially Observable Environments

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Nonlinear physically-based models for decoding motor-cortical population activity

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Dirichlet-Enhanced Spam Filtering based on Biased Samples

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Greedy Layer-Wise Training of Deep Networks

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Clustering appearance and shape by learning jigsaws

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Analysis of Representations for Domain Adaptation

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Bayesian Policy Gradient Algorithms

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

patterns of filtering image data for generation of pixel on some components shown a display device

John Platt, James F. Blinn, Don P. Mitchell, 2000 .

Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Support Vector Machines on a Budget

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Efficient sparse coding algorithms

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Causal inference in sensorimotor integration

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Learning Structural Equation Models for fMRI

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Map-Reduce for Machine Learning on Multicore

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Robotic Grasping of Novel Objects

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Probabilistic Outputs for SVMs and Comparisons to Regularized Likelihood Methods

Nikos Karampatziakis, John Platt, Nikos Karampatziakis, 2007 .

Natural Actor-Critic for Road Traffic Optimisation

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference (Bradford Books)

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Attentional Processing on a Spike-Based VLSI Neural Network

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

TrueSkill™: A Bayesian Skill Rating System

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Optimal Change-Detection and Spiking Neurons

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Efficient Learning of Sparse Representations with an Energy-Based Model

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Advances in Neural Information Processing Systems 18: Proceedings of the 2005 Conference (Neural Information Processing)

John Platt, Bernhard Schölkopf, Yair Weiss, 2006 .

Generalized Maximum Margin Clustering and Unsupervised Kernel Learning

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Parameter Expanded Variational Bayesian Methods

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

A Bayesian Approach to Diffusion Models of Decision-Making and Response Time

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Learning to parse images of articulated bodies

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Relational Learning with Gaussian Processes

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

The Robustness-Performance Tradeoff in Markov Decision Processes

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Classification of Automated Web Traffic

John Platt, Jack W. Stokes, Kumar Chellapilla, 2009 .

20.4: Displaced Filtering for Patterned Displays

John Platt, James F. Blinn, Don P. Mitchell, 2000 .

Analysis of Contour Motions

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

A Scalable Machine Learning Approach to Go

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Multi-dynamic Bayesian Networks

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Large Margin Multi-channel Analog-to-Digital Conversion with Applications to Neural Prosthesis

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Distributed Inference in Dynamical Systems

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

A Complexity-Distortion Approach to Joint Pattern Alignment

Thomas Hofmann, Bernhard Schölkopf, John Platt, 2007 .

PeerPressure: A Statistical Method for Automatic Misconfiguration Troubleshooting

Helen J. Wang, John Platt, Yu Chen, 2003 .

Kernel method for percentile feature extraction

Bernhard Schölkopf, Alexander J. Smola, John Platt, 2000 .

Part-based Probabilistic Point Matching using Equivalence Constraints

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

On Transductive Regression

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

On the Relation Between Low Density Separation, Spectral Clustering and Graph Cuts

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Towards a general independent subspace analysis

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Balanced Graph Matching

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Accelerated Variational Dirichlet Process Mixtures

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Kernel Methods for Extracting Local Image Semantics

Bernhard Schölkopf, John Platt, B Bradshaw, 2001 .

Theory and Dynamics of Perceptual Bistability

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Bayesian Model Scoring in Markov Random Fields

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .

Large Margin Component Analysis

Bernhard Schölkopf, John Platt, Thomas Hofmann, 2007 .