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Research is the lifeblood of CSAIL. Applying computational thinking and advanced technologies, we pose difficult questions and pursue innovative answers. While research is our core activity, we view it not as an end in itself but as a means to an end. The goal is not merely to build our knowledge but rather to impact our world. Ultimately, our research is intended to someday improve the way we live, work, and play; heal, travel, and learn; manage our lives, and care for our environment. READ MORE >>
March 31, 2015This week the Society for Industrial and Applied Mathematics named CSAIL principal investigator Charles E. Leiserson as one of its 2015 Fellows for his “enduring influence on parallel computing systems and their adoption into mainstream use through scholarly research and development.”Leiserson
March 30, 2015In computer-science classes, homework assignments consist of writing programs. It’s easy to create automated tests that determine whether a given program yields the right outputs to a series of inputs. But those tests say nothing about whether the program code is clear or confusing, whether it
March 25, 2015Credit: Erica Ferrone Photography
Michael Stonebraker, a researcher at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) who has revolutionized the field of database management systems (DBMSs) and founded multiple successful database companies, has won the Association for
March 24, 2015CAMBRIDGE, Mass. -- Integer overflows are one of the most common bugs in computer programs — not only causing programs to crash but, even worse, potentially offering points of attack for malicious hackers. Computer scientists have devised a battery of techniques to identify them, but all have
March 19, 2015This week it was announced that four CSAIL researchers have been promoted within the Electrical Engineering and Computer Science (EECS) department.
Polina Golland and Antonio Torralba were promoted to full professor, while Adam Chilpala and Vinod Vaikuntanathan were promoted to
March 02, 2015CSAIL roboticists are developing smart assembly-line robots that will learn from experience working alongside humans. Assembly line workers won't be swapping stories with their robotic counterparts any time soon, but future robots will be more aware of the humans they're working alongside.
February 26, 2015Here’s one way to get kids excited about programming: a "robot garden" with dozens of fast-changing LED lights and more than 100 origami robots that can crawl, swim, and blossom like flowers.
A team from CSAIL and the Department of Mechanical Engineering have developed a tablet-operated
February 26, 2015When Kalyan Veeramachaneni joined the Any Scale Learning For All (ALFA) group at MIT’s CSAIL as a postdoc in 2010, he worked on large-scale machine-learning platforms that enable the construction of models from huge data sets. “The question then was how to decompose a learning algorithm and data
February 19, 2015The sequencing of the human genome laid the foundation for the study of genetic variation and its links to a wide range of diseases. But the genome itself is only part of the story, as genes can be switched on and off by a range of chemical modifications, known as “epigenetic marks.”
Now, a decade
February 18, 2015Computer chips’ clocks have stopped getting faster. To keep delivering performance improvements, chipmakers are instead giving chips more processing units, or cores, which can execute computations in parallel.
But the ways in which a chip carves up computations can make a big difference to
February 11, 2015Educational researchers have long held that presenting students with clear outlines of the material covered in lectures improves their retention.
Recent studies indicate that the same is true of online how-to videos, and in a new paper researchers at CSAIL and Harvard University describe a new
February 02, 2015This week the BBC focused a entire program to MIT and its innovative research efforts. Much of the episode focused on CSAIL, including the "IkeaBots," "M Blocks," and other projects from CSAIL Director Daniela Rus' group.
Skip to 4:25 to see the start of the CSAIL segment:
January 30, 2015Every undergraduate computer-science major takes a course on data structures, which describes different ways of organizing data in a computer’s memory. Every data structure has its own advantages: Some are good for fast retrieval, some for efficient search, some for quick insertions and deletions,
January 21, 2015This week DARPA unveiled the new and improved Atlas robot that CSAIL's team will be using at this June's DARPA Robotics Challenge (DRC).
The DRC is an international competition in which research teams from academy and industry are trying to develop a fully-autonomous robot
January 21, 2015Optimization algorithms, which try to find the minimum values of mathematical functions, are everywhere in engineering. Among other things, they’re used to evaluate design tradeoffs, to assess control systems, and to find patterns in data.
One way to solve a difficult optimization problem is to
January 16, 2015Imagine that you could tell your phone that you want to drive from your house in Boston to a hotel in upstate New York, that you want to stop for lunch at an Applebee’s at about 12:30, and that you don’t want the trip to take more than four hours. Then imagine that your phone tells you that you
January 12, 2015For household robots ever to be practical, they’ll need to be able to recognize the objects they’re supposed to manipulate. But while object recognition is one of the most widely studied topics in artificial intelligence, even the best object detectors still fail much of the time.
January 08, 2015Today the Association for Computer Machinery (ACM) announced its 2014 fellows, and among the awardees were five researchers from CSAIL — more than any other academic institution in the world.
Srini Devadas, Eric Grimson, Robert Morris, Ronitt Rubinfeld, and CSAIL Director Daniela Rus were among
December 22, 2014Think that sparrow whistling outside your bedroom window is nothing more than pleasant background noise?
A new paper from a CSAIL researcher suggests that we can apply what we know about songbirds to our understanding of human speech production — and, therefore, come closer to
December 12, 2014Communication protocols for digital devices are very efficient but also very brittle: They require information to be specified in a precise order with a precise number of bits. If sender and receiver — say, a computer and a printer — are off by even a single bit relative to each other,
December 05, 2014Computers are good at identifying patterns in huge data sets. Humans, by contrast, are good at inferring patterns from just a few examples.
In a paper appearing at the Neural Information Processing Society’s conference next week, CSAIL researchers present a new system that bridges these two
December 03, 2014CSAIL cybersecurity expert Howard Shrobe was prominently featured in the New York Times' special "Security" section this week.
From "Reinventing the Internet to Make it Safer":
With the advent of cloud computing and shiny new phones, tablets and watches, it can be easy to forget that in
November 30, 2014This past week the AI company Sentient Technologies LLC emerged with $103.5 million in new funding.
CSAIL researchers that include Una-May O'Reilly have been part of regular collaborations with Sentient on medical-data analysis work related to sepsis, a form of inflammation brought
November 18, 2014
MIT has received $15 million in funding from the William and Flora Hewlett Foundation to establish an initiative aimed at laying the foundations for a smart, sustainable cybersecurity policy to deal with the growing cyber threats faced by governments, businesses, and individuals.
November 17, 2014CSAIL principal investigator Devavrat Shah’s group specializes in analyzing how social networks process information. In 2012, the group demonstrated algorithms that could predict what topics would trend on Twitter up to five hours in advance; this year, they used the same framework to predict
November 11, 2014This week Wired profiled Skylar Tibbits at MIT's Self-Assembly Lab, which is aimed at developing unique new materials that can self-assemble into useful objects like furniture or clothing.
Tibbits' work with CSAIL principal investigator Erik Demaine include clothing that would be able to
November 03, 2014From MIT Technology Review:
Here’s a curious experiment. Take some white noise and use it to produce a set of images that are essentially random arrangements of different coloured blocks. Show these images to a number of people and ask whether any of the images remind them of, say, a car.
October 21, 2014Scientists have crunched data to predict crime, hospital visits, and government uprisings — so why not the price of Bitcoin?
A researcher at MIT’s Computer Science and Artificial Intelligence Laboratory recently developed a machine-learning algorithm that can predict the price of the infamously
October 09, 2014By crunching 130 million mouse-clicks, two CSAIL researchers have developed a machine-learning model that can predict with surprising accuracy whether or not a MOOC student will drop out of a given course.
Kalyan Veermachaneni and Una-May O’Reilly used machine-learning techniques to analyze which
Getting metabolism right - analysis of metabolic processes finds flaws in nearly half, suggests corrections
October 08, 2014Metabolic networks are mathematical models of every possible sequence of chemical reactions available to an organ or organism, and they’re used to design microbes for manufacturing processes or to study disease. Based on both genetic analysis and empirical study, they can take years to assemble.
October 02, 2014Error-correcting codes are one of the glories of the information age: They’re what guarantee the flawless transmission of digital information over the airwaves or through copper wire, even in the presence of the corrupting influences that engineers call “noise.”
But classical error-correcting codes
September 16, 2014Over the last few years, CSAIL researchers have developed biologically inspired robots designed to fly like falcons, perch like pigeons, and swim like swordfish. The natural next step? Slithering like snakes.
At this week’s IEEE/RSJ International Conference on Intelligent Robots and
August 21, 2014If you’ve seen a sci-fi flick with autonomous robots in the last 40 years, you may be wary of giving robots any semblance of control.
But new research coming out of MIT’s Computer Science and Artificial Intelligence Lab (CSAIL) suggests that letting robots have control over human tasks in
August 04, 2014Researchers at MIT CSAIL, Microsoft, and Adobe have developed an algorithm that can reconstruct an audio signal by analyzing minute vibrations of objects depicted in video. In one set of experiments, they were able to recover intelligible speech from the vibrations of a potato-chip bag
May 29, 2014
Celebrated portrait photographers like Richard Avedon, Diane Arbus, and Martin Schoeller made their reputations with distinctive visual styles that sometimes required the careful control of lighting possible only in the studio.
Now MIT researchers, and their colleagues at Adobe Systems and
May 29, 2014In May 2014 CSAIL commemorated a half-century of computer science at MIT with "MAC50", a two-day symposium that explored the future of computing, with talks on robotics, artificial intelligence, Big Data, privacy and other pressing topics.
The event featured Ethernet inventor Bob Metcalfe, MIT
May 05, 2014
Researchers in CSAIL, working with colleagues at the University of Washington, have developed a new computer system that can automatically solve the type of word problems common in introductory algebra classes.
In the near term, the work could lead to educational tools that identify errors
January 31, 2014
As computers enter ever more areas of our daily lives, the amount of data they produce has grown enormously.
But for this “big data” to be useful it must first be analyzed, meaning it needs to be stored in such a way that it can be accessed quickly when required.
Previously, any data that
January 07, 2014
Finding the most efficient way to transport items across a network like the U.S. highway system or the Internet is a problem that has taxed mathematicians and computer scientists for decades.
To tackle the problem, researchers have traditionally used a maximum-flow algorithm, also known as “
December 22, 2013CSAIL Principal Investigator Srini Devadas and three former students have been selected as the 2014 winners of the Most Influential Paper Award at a prestigious systems research conference.
Devadas, Edward Suh, Jae W. Lee, and David Zhang will be honored at next March’s Nineteenth
December 14, 2013Imagine playing a video game like Call of Duty or Battlefield and having the ability to lead your virtual army unit while moving freely throughout your house.
Gaming could become this realistic, thanks to new technology developed by Dina Katabi’s research group at the MIT Computer
November 26, 2013
November 25, 2013Yuan Luo, a PhD student in Professor Peter Szolovits’ Clinical Decision Making Group, has been awarded the first prize at the Natural Language Processing Doctoral Consortium in 2013 American Medical Informatics Association’s Annual Symposium. The presentation, “Subgraph Augmented
November 14, 2013CSAIL graduate student Alvin Cheung has been named one of the 2013 Intel Labs U.S. PhD Fellowship Program Awardees. Cheung was selected for his work with, “making database applications perform using program analysis.”
Cheung is a graduate student in the MIT Database Group and the
MIT Big Data Initiative Launches Transportation Challenge, Privacy Working Group at White House Event
November 12, 2013FOR IMMEDIATE RELEASE Contact: Abby Abazorius MIT Computer Science and Artificial Intelligence Lab (CSAIL)
T: 617-324-9135; email@example.com
The Big Data Initiative at the MIT Computer Science and Artificial Intelligence Lab (CSAIL) today announced two new activities aimed
November 06, 2013CSAIL researchers were honored with the Best Paper Award at the 2013 Association for Computing Machinery’s Object-Oriented Programming, Systems, Languages and Applications conference (OOPSLA) for their paper “Verifying Quantitative Reliability for Programs That Execute on Unreliable
October 31, 2013Professor Anantha Chandrakasan, head of the MIT Department of Electrical Engineering and Computer Science, has announced that Professor Daniela Rus, director of CSAIL, has been appointed the Andrew (1956) and Erna Viterbi Professor of Electrical Engineering and Computer Science. Established in 1999
October 29, 2013CSAIL graduate student Anirudha Majumdar, postdoctoral associate Amir Ali Ahmadi, and Associate Professor Russ Tedrake were awarded the Best Conference Paper Award at the 2013 IEEE International Conference on Robotics and Automation (ICRA). The group was honored for their paper “Control
October 25, 2013During MIT’s Independent Activities Period in January 2010, a team of students and researchers from CSAIL and the Sloan School of Management came together with the idea of creating a new type of online restaurant recommendation service based off of semantic web technologies. Just three years later