Microsoft Research

Session Chair Intro - Rafael Irizarry Harvard University Session Chair Intro: Statistical and Computational Challenges in Biology Matthew Stephens University of Chicago False Discovery Rates - a new

Interactive Biotechnology: Cloud Labs, Biotic Games, DIY kits, and more

President Obama recently launched the Precision Medicine Initiative, a confluence of efforts in data science, bioinformatics, systems biology and genomics.

Speech recognition and understanding technologies rely on supervised learning techniques which typically require tens or hundreds of hours of good quality, human annotated speech in order to train

1st Code Hunt Workshop Microsoft Research, Redmond, WA Conference Room 99/1919 February 9-10, 2015 Goals of the workshop - To expose the state of the platform and data of Code Hunt and its

11:15am - 12:00pm Software datasets

This tutorial will survey the state of the art in high-performance hardware for machine learning with an emphasis on hardware for training and deployment of deep neural networks (DNNs).

This talk will survey a variety of classical results on the representation power of neural networks, and then close with a new result separating shallow and deep networks: namely, there exist

Since the popularization of the term 'synthetic biology' over a decade ago, a new community of biological engineers has emerged on to the scene.

Topological Data Analysis quantifies hidden topological structures in big raw noisy data. The flagship tool (persistent homology) summarises the underlying structure across all scales.

Over the past few years, we have built large-scale computer systems for training neural networks, and then applied these systems to a wide variety of problems that have traditionally been very

Deep Learning allows computational models composed of multiple processing layers to learn representations of data with multiple levels of abstraction.

Overview of talk series: Current AI software relies increasingly on neural networks (NNs).

Rodents navigating in a well-known environment can rapidly learn and revisit observed reward locations, often after a single trial.

This session is about getting started with the IPython notebook and a quick introduction to numpy for matrix operations and matplotlib for visualization.

A 3D animation of DNA strand displacement

In 2014, the World Health Organization radically revised their definition of disability. The crux of this change was to define disability as context dependent rather than as an attribute of a person.

S V N Vishwanathan (Vishy) and Prateek Jain will offer a 10 week Machine Learning course. It will be an exciting mix between theory and application talks by various guest lecturers.

S V N Vishwanathan (Vishy) and Prateek Jain will offer a 10 week Machine Learning course. It will be an exciting mix between theory and application talks by various guest lecturers.

S V N Vishwanathan (Vishy) and Prateek Jain will offer a 10 week Machine Learning course. It will be an exciting mix between theory and application talks by various guest lecturers.

In 2014, the World Health Organization radically revised their definition of disability. The crux of this change was to define disability as context dependent rather than as an attribute of a person.

In 2014, the World Health Organization radically revised their definition of disability. The crux of this change was to define disability as context dependent rather than as an attribute of a person.

We study Nyström type subsampling approaches to large scale kernel methods, and prove learning bounds in the statistical learning setting, where random sampling and high probability estimates are

S V N Vishwanathan (Vishy) and Prateek Jain will offer a 10 week Machine Learning course. It will be an exciting mix between theory and application talks by various guest lecturers.

S V N Vishwanathan (Vishy) and Prateek Jain will offer a 10 week Machine Learning course. It will be an exciting mix between theory and application talks by various guest lecturers.

In 2014, the World Health Organization radically revised their definition of disability. The crux of this change was to define disability as context dependent rather than as an attribute of a person.

In 2014, the World Health Organization radically revised their definition of disability. The crux of this change was to define disability as context dependent rather than as an attribute of a person.

In 2014, the World Health Organization radically revised their definition of disability. The crux of this change was to define disability as context dependent rather than as an attribute of a person.

S V N Vishwanathan (Vishy) and Prateek Jain will offer a 10 week Machine Learning course. It will be an exciting mix between theory and application talks by various guest lecturers.

In 2014, the World Health Organization radically revised their definition of disability. The crux of this change was to define disability as context dependent rather than as an attribute of a person.