Inductive Transfer : 10 Years Later
NIPS 2005 Workshop
Organizers: Danny Silver, Goekhan Bakir, Kristin Bennett, Rich Caruana, Massimiliano Pontil, Stuart Russell, Prasad Tadepalli


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Overview

Call for participation

Important Dates

Participants

Schedule

Accepted Papers

Resources

Sponsors

Accepted Oral Presentation Papers

ITWS06 - Transfer Learning of Object Classes: From Cartoons to Photographs
ITWS08 - Learning to Learn and Collaborative Filtering
ITWS12 - Transfer Learning by Constructing Informative Priors
ITWS13 - Learning the Structure of Related Tasks
ITWS14 - Transfer in Variable-Reward Hierarchical Reinforcement Learning
ITWS16 - csMTL: A Context Sensitive Lifelong Learning System
ITWS17 - Multitask Transfer using Multiple Latent Analysis
ITWS19 - Transfer Learning with an Ensemble of Background Tasks

Accepted Poster Papers

ITWS01 - Cross-Domain Knowledge Transfer Using Structured Representations
ITWS02 - Knowledge-based Cascade Correlation
ITWS04 - Functional Similarity in Markov Environments
ITWS05 - Requirements for Machine Lifelong Learning
ITWS07 - Effecting Transfer via Learning Curve Analysis
ITWS09 - Towards Life-long Meta Learning
ITWS10 - To Transfer or Not to Transfer
ITWS11 - Analysis of Concept Drift and Temporal Inductive Transfer fro Reuters2000
ITWS15 - Sparsity Models for Multi-task Learning
ITWS18 - On-line System Identification Using Context Discernment
ITWS20 - Toward a Formal Framework for Continual Learning

 

Last updated 12/07/2005 - Danny Silver