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Filtering by: Academic Affiliation Electrical Engineering and Computer Science Committee Member Fern, Alan

Weakly Supervised Learning for Activity Recognition from Time Series Data

Usable and Scalable Querying of Scientific Datasets

Uncertainty in Deep Learning with Implicit Neural Networks

Toward Disentangling the Activations of the Deep Networks via Low-dimensional Embeddin...

Toward Automated Decision-Making in Power Systems Wide-Area Protection

Theory and Implementation of a Variational Database Management System

The density signature

Structured learning with latent variables : theory and algorithms

Sensorless Localization for Robots and Wheelchairs

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

Scaling multiagent reinforcement learning

Robust and Efficient Classification of Videos in the Wild

Revenue-based spectrum management via Markov decision process

Representationally Robust and Scalable Learning over Relational Databases

Recognizing human group activities in video through mining optimal features

Rare category detection using hierarchical mean shift

Protocol design and optimization for wireless networks

Protein secondary structure prediction using conditional random fields and profiles

Probabilistic models for quality control in environmental sensor networks

Predicting activity type from accelerometer data