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Filtering by: Committee Member Fern, Alan Committee Member Tadepalli, Prasad

Semantic embodied navigation : developing agents that navigate from language and vision

Deep Learning for Human and Biological Languages

Representationally Robust and Scalable Learning over Relational Databases

Weakly Supervised Learning for Activity Recognition from Time Series Data

Structured learning with latent variables : theory and algorithms

Parsing with Recurrent Neural Networks

Improving automated email tagging with implicit feedback

Efficient Incremental Panorama Reconstruction from Multiple Videos

The density signature

Multiagent learning for locomotion and coordination in tensegrity robotics

Machine learning for improving the quality of citizen science data

Bayesian optimization with empirical constraints

Applying machine learning for prediction, recommendation, and integration

Learning multiple non-redundant codebooks with word clustering for document classifica...

Activity recognition in desktop environments

Image features and learning algorithms for biological, generic and social object recog...

Learning MDP action models via discrete mixture trees

Protein secondary structure prediction using conditional random fields and profiles