Unsupervised learning Provider: Videolectures.NET Language: eng
Kernel Tricks, Means and Ends Provider: Videolectures.NET Language: deu
Statistical Techniques for Particle Physics Provider: Videolectures.NET Language: eng
Kernel Methods for Higher Order Image Statistics Provider: Videolectures.NET Language: deu
Practical Applications of Permutation Tests Provider: Videolectures.NET Language: eng
Introduction to Statistics Provider: Videolectures.NET Language: eng
Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with Examples from Bipartite Ranking Provider: Videolectures.NET Language: deu
Machine Learning for Natural Languages Processing Provider: Videolectures.NET Language: deu
How to predict with Bayes, MDL, and Experts Provider: Videolectures.NET Language: eng
Dynamic Bayesian Networks for Multimodal Interaction Provider: Videolectures.NET Language: deu
Information-Theoretic Algorithms for Diffusion Tensor Imaging Provider: Videolectures.NET Language: deu
ILP Invited Panel - Structured Machine Learning: The Next 10 Years Provider: Videolectures.NET Language: deu
Are markets efficient? A view from micro-structural data Provider: Videolectures.NET Language: deu
Latent Variable Sparse Bayesian Models Provider: Videolectures.NET Language: deu
Introduction to Boosting Provider: Videolectures.NET Language: deu
Cognitive science for machine learning 3: Models and theories in cognitive science Provider: Videolectures.NET Language: deu
TP1 Leveraging Complex Prior Knowledge for Learning Provider: Videolectures.NET Language: deu
Contrast Data Mining: Methods and Applications Provider: Videolectures.NET Language: eng
High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning Provider: Videolectures.NET Language: deu
Nonparametric Bayesian Models in Machine Learning Provider: Videolectures.NET Language: deu
Exponential Families Provider: Videolectures.NET Language: eng
Bayesian inference and Gaussian processes Provider: Videolectures.NET Language: eng
Baysian models and cognitive development Provider: Videolectures.NET Language: deu
Dimensionality Reduction Provider: Videolectures.NET Language: eng
Low-rank modeling Provider: Videolectures.NET Language: deu
Lecture 3 - The Concept of Underfitting and Overfitting Provider: Videolectures.NET Language: deu
Online Learning Provider: Videolectures.NET Language: deu
The Future of Image Search Provider: Videolectures.NET Language: deu
Quasi-Random Resamplings, with Applications to Rule Extraction, Cross-Validation and (Su-)Bagging Provider: Videolectures.NET Language: deu
Stationary Subspace Analysis Provider: Videolectures.NET Language: deu
Pattern Discovery in Bioinformatics Provider: Videolectures.NET Language: deu
Computation of the MLE for bivariate interval censored data Provider: Videolectures.NET Language: deu
Variational filtering in generated coordinates of motion Provider: Videolectures.NET Language: deu
Brain Computer Interfaces Provider: Videolectures.NET Language: eng
Cascade RSVM in Peer-to-Peer Networks Provider: Videolectures.NET Language: deu
Local Minima Free Parameterized Appearance Models Provider: Videolectures.NET Language: deu
Future Information Minimization as PAC Bayes regularization in Reinforcement Learning Provider: Videolectures.NET Language: deu
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Provider: Videolectures.NET Language: deu
Graphical models Provider: Videolectures.NET Language: eng
Object Recognition and Segmentation by Association Provider: Videolectures.NET Language: deu
Graph Mining and Graph Kernels Provider: Videolectures.NET Language: deu
Towards a physics of society Provider: Videolectures.NET Language: deu
Dynamic Asset Allocation for Bivariate Enhanced Index Tracking using Sparse PLS Provider: Videolectures.NET Language: deu
Concave Gaussian Variational Approximations for Inference in Large-Scale Bayesian Linear Models Provider: Videolectures.NET Language: deu
Introduction to Modal Logic Provider: Videolectures.NET Language: eng
Game Dynamics with Learning and Evolution of Universal Grammar Provider: Videolectures.NET Language: deu
Multi-Assignment Clustering for Boolean Data Provider: Videolectures.NET Language: deu
Convex Optimization Provider: Videolectures.NET Language: eng
Text and web data mining Provider: Videolectures.NET Language: eng
Lecture 15: Numerical methods in estimation: recursive least squares and covariance matrix Provider: Videolectures.NET Language: deu
Non-Linear Matrix Factorization with Gaussian Processes Provider: Videolectures.NET Language: deu
Some thoughts on prior knowledge, deep architectures and NLP Provider: Videolectures.NET Language: deu
Learning User Profiles in Intelligent Systems Provider: Videolectures.NET Language: deu
Generalized Principal Component Analysis (GPCA) Provider: Videolectures.NET Language: eng
Beyond the regret minimization barrier: an optimal algorithm for stochastic strongly-convex optimization Provider: Videolectures.NET Language: deu
Towards feasible PAC-learning probabilistic deterministic finite automata Provider: Videolectures.NET Language: deu
Learning and retrieval from multiple sources Provider: Videolectures.NET Language: deu
Robust PAC-Bayes Bounds Provider: Videolectures.NET Language: deu
Multi-task feature learning Provider: Videolectures.NET Language: deu
Learning to Disambiguate Search Queries from Short Sessions Provider: Videolectures.NET Language: deu
Lecture 8 - Kernels, Mercer's Theorem... Provider: Videolectures.NET Language: deu
Hierarchical Bayesian Models for Audio and Music Processing Provider: Videolectures.NET Language: deu
An OWL 2 Far? Provider: Videolectures.NET Language: deu
Pinview: Implicit Feedback in Content-Based Image Retrieval Provider: Videolectures.NET Language: deu
On the Convexity of Latent Social Network Inference Provider: Videolectures.NET Language: deu
Boosting Products of Base Classi´Čüers Provider: Videolectures.NET Language: deu
Statistical Significance and Stability Analysis for Patterns Provider: Videolectures.NET Language: eng
Building Structured Web Databases: A Midterm Report from the Cimple Project Provider: Videolectures.NET Language: deu
Networks, communities and the ground-truth Provider: Videolectures.NET Language: deu
Kernel Representations and Kernel Density Estimation Provider: Videolectures.NET Language: deu
Faster Rates via Active Learning Provider: Videolectures.NET Language: deu
Spectral Clustering Based on the Graph p-Laplacian Provider: Videolectures.NET Language: deu
Dynamic networks at the edge of chaos Provider: Videolectures.NET Language: deu
PrDB: Increasing the Representational Power and Scaling Reasoning in Probabilistic Databases Provider: Videolectures.NET Language: deu
Log-linear Models and Conditional Random Fields Provider: Videolectures.NET Language: eng
Lecture 2 - The Universal Principle of Risk Management: Pooling and the Hedging of Risks Provider: Videolectures.NET Language: deu
Mining for the Most Certain Predictions from Dyadic Data Provider: Videolectures.NET Language: deu
Embodied Language Games for Autonomous Robots Provider: Videolectures.NET Language: deu
REGO: Rank-based estimation of Renyi information using Euclidean graph optimization Provider: Videolectures.NET Language: deu
Visualization Provider: Videolectures.NET Language: deu
Adversarial bandit problems: the power of randomization Provider: Videolectures.NET Language: eng
Lecture 8: Complexity; log, linear, quadratic, exponential algorithms Provider: Videolectures.NET Language: deu
Empirical Machine Translation and its Evaluation Provider: Videolectures.NET Language: deu
A set-output point of view on FDR control in multiple testing Provider: Videolectures.NET Language: deu
Lecture 14: Competitive Analysis: Self-organizing Provider: Videolectures.NET Language: deu
The many faces of symmetry found in the work of M.C. Escher Provider: Videolectures.NET Language: deu
The Role of Semantic Web in Web 2.0: Partner or Follower? Provider: Videolectures.NET Language: deu
Training SVM with Indefinite Kernels Provider: Videolectures.NET Language: deu
Social dimension of social media Provider: Videolectures.NET Language: deu
BLEWS: Using Blogs to Provide Context for News Articles Provider: Videolectures.NET Language: deu
Cascade Object Detection with Deformable Part Models Provider: Videolectures.NET Language: deu
Spectral Clustering Provider: Videolectures.NET Language: deu
Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data Provider: Videolectures.NET Language: deu
Tracking the Invisible: Learning Where the Object Might Be Provider: Videolectures.NET Language: deu
Introduction to kernel methods Provider: Videolectures.NET Language: eng
The stability of a good clustering Provider: Videolectures.NET Language: deu
Can attractor network models account for the statistics of firing during persistent activity in prefrontal cortex? Provider: Videolectures.NET Language: deu
Data Mining and Decision Support Integration Provider: Videolectures.NET Language: deu
Information Theory Provider: MIT OpenCourseWare Language: eng