Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Publication
Hamiltonian ABC
Publication
Fundamentals of Speech Recognition
Publication
Contextual Dueling Bandits
Project
SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips
We present a new interactive approach to 3D scene understanding. Our system, SemanticPaint, allows users to simultaneously scan their environment, whilst interactively segmenting the scene simply by reaching out and touching any desired object or…
Publication
Fast Exact Matrix Completion with Finite Samples
Project
Multiworld Testing
Exponentially better than A/B testing. Multiworld Testing (MWT) is the capability to test and optimize over K policies (context-based decision rules) using an amount of data and computation that scales logarithmically in K, without necessarily knowing…