I'm a professor in the Machine Learning Department at Carnegie Mellon. I am also affiliated with the Robotics Institute. I'm interested in multi-agent planning, reinforcement learning, ...

The POSIX thread libraries are a standards based thread API for C/C++. It allows one to spawn a new concurrent process flow. It is most effective on multi-processor or multi-core systems where the ...

We introduce a stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. We test the technique on the problem of Text Summarization (TS).

I am interested in mobile robot autonomy. One of the first problems encountered when robots operate outside controlled factory and research environments is the need to perceive their surroundings. My ...

Professor Theory Group, Department of Computer Science, Carnegie Mellon University Research interests : algorithms, data streams, machine learning, numerical linear algebra, sketching, and sparse ...

Reed-Solomon algebraic decoding procedures can correct errors and erasures. An erasure occurs when the position of an erred symbol is known. A decoder can correct up to t errors or up to 2t erasures.

Predicting the Past: Estimating Historical Appraisals with OCR and Machine Learning. Mihir Bhaskar, Jun Tao Luo, Zihan Geng, Asmita Hajra, Junia Howell, Matthew R. Gormley ...

We can also represent word analogies graphically. For the relationship of "man" to "king" we draw an arrow from "man" to "king". Next we copy this arrow, keeping the same direction and length, but now ...

Triangle generates exact Delaunay triangulations, constrained Delaunay triangulations, conforming Delaunay triangulations, Voronoi diagrams, and high-quality triangular meshes. The latter can be ...

Performance Modeling, Queueing Theory, Stochastic ProcessesPerformance Modeling and Design of Computer Systems: Queueing Theory in Action Author: Prof. Mor Harchol-Balter Published: February 2013 ...

Course Description In this course we will explore the Fourier analysis of Boolean functions, f : {0,1} n → {0,1}. The powerful techniques from this field have application in numerous areas of computer ...

Current Projects The Intel Center for Science and Technology (ISTC) for Visual Cloud Computing - enabling large-scale machine learning on video streams Using RDMA in Internet datacenters, capped by ...