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From Gioia Sweetland on December 9th, 2019
"Control Synthesis for Large Collections of Dynamical Systems with Counting Constraints" -
From Gioia Sweetland on November 22nd, 2019
"Breaking Bad: Recent Advances from Function Space Characterization of Neural Nets" -
From Gioia Sweetland on November 15th, 2019
"From Feedforward-Designed Convolutional Neural Networks (FF-CNNs) to Successive Subspace Learning (SSL)" -
From Gioia Sweetland on October 30th, 2019
"Distributed Optimization for Billions of Edge Devices" -
From Gioia Sweetland on October 18th, 2019
"Speeding Up Distributed SGD via Communication-Efficient Model Aggregation" -
From Gioia Sweetland on October 2nd, 2019
"Machine Learning and Computer Vision for Neurodevelopmental Disorders: Helping One Child at a Time" -
From Gioia Sweetland on September 26th, 2019
"How to Distribute the Multiplication of Secret Matrices?" -
From Gioia Sweetland on September 17th, 2019
"Actively Manipulating Chemical Information for Electronic Noses, Molecular Data Storage, and Chemical Computing" -
From Margaret Hastings on September 24th, 2018
“Exploiting the Blessings of Dimensionality in Big Data” -
From Margaret Hastings on February 14th, 2018
Distributed Decision Making in Network Systems: Algorithms, Fundamental limits, and Applications -
From Gioia Sweetland on October 18th, 2016
"Watching Sausage Being Made: The Messy Case of Akamai v. Limelight" -
From Margaret Hastings on September 18th, 2015
Dynamics of Randomized Iterative Methods for Large Systems We consider efficient methods for solving large systems widely encountered in signal processing, machine… -
From Kathleen Masse on September 4th, 2015
The presentation starts by demonstrating in a descriptive way the origin of information theory in Shannon's 1948 monumental work, and pointing… -
From Margaret Hastings on April 8th, 2015
From Variability-Tolerance to Approximate Computing via Parallel Processing Variation in performance and power across manufactured parts and their operating conditions… -
From Margaret Hastings on April 8th, 2015
Energy Efficient Architectures Using Three-Dimensional Integration and Near-Threshold Computing Energy constrained computing has become an important design constraint… -
From Margaret Hastings on April 8th, 2015
Stochastic Circuits for Embedded Signal Processing Applications Mobile electronics are an essential part of our daily lives. With advances in the semiconductor and…