|
|
|
lecture
Clustering
as author at The Analysis of Patterns, Bertinoro 2007,
1148 views
|
|
|
|
keynote
No-Free-Lunch Theorems for Transfer Learning
as author at Structured Data,
467 views
|
|
|
|
introduction
Introduction: Presentations of Different Views on Clustering by the Workshop Organizers
as author at Clustering,
together with:
Avrim Blum,
Ulrike von Luxburg,
425 views
|
|
|
|
invited talk
Utilizing Unlabeled Data for Classification-Prediction Learning
as author at 2nd Workshop on Applications of Pattern Analysis (WAPA), Castro Urdiales 2011,
142 views
|
|
|
|
invited talk
Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning
as author at Workshops,
277 views
|
|
|
|
lecture
A Framework for Probability Density Estimation
as author at NIPS Workshop on Representations and Inference on Probability Distributions, Whistler 2007,
385 views
|
|
|
|
lecture
The Sample Complexity of Learning the Kernel
as author at NIPS Workshop on Kernel Learning: Automatic Selection of Optimal Kernels, Whistler 2008,
323 views
|
|
|
|
lecture
Clustering without any subjective similarity information
as author at 27th International Conference on Machine Learning (ICML), Haifa 2010,
202 views
|
|
|
|
lecture
Subjective Measure for Distribution Similarity
as author at NIPS Workshop on Representations and Inference on Probability Distributions, Whistler 2007,
346 views
|
|
|
|
panel
Is non-(geo)metricity an issue for machine learning?
as author at 27th International Conference on Machine Learning (ICML), Haifa 2010,
together with:
Joachim M. Buhmann,
Alexander J. Smola,
Edwin Hancock,
169 views
|
|
|
|
invited talk
Theory-Practice Interplay in Machine Learning – Emerging Theoretical Challenges
as author at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Bled 2009,
200 views
|
|
|
|
lecture
A formal analysis of stability - lessons and open questions
as author at Workshop on Stability and Resampling Methods for Clustering, Tübingen 2007,
264 views
|
|
|
|
lecture
A Domain Adaptation Formal Framework Addressing the Training/Test Distribution Gap
as author at NIPS Workshop on Learning when Test and Training Inputs Have Different Distributions, Whistler 2006,
196 views
|
|
|
|
lecture
Inductive transfer via embeddings into a common feature space
as author at Open House on Multi-Task and Complex Outputs Learning, London 2006,
147 views
|
|
|
|
lecture
Representation of Prior Knowledge - from Bias to 'Meta-Bias'
as author at NIPS Workshop on New Challenges in Theoretical Machine Learning: Learning with Data-dependent Concept Spaces, Whistler 2008,
104 views
|
|
Springer,
