Understanding Deep Learning (Still) Requires Rethinking Generalization
In this work, we presented a simple experimental framework for interrogating purported measures of generalization.
Systems and Networking
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Technical Perspective: Why Don’t Today’s Deep Nets Overfit to Their Training Data?
"Understanding Deep Learning (Still) Requires Rethinking Generalization," Chiyuan Zhang, et al., brings a fundamental new theoretical challenge: Why don't today's deep nets overfit to training data?
Is MFA Needed to Improve Security?
Considering the outlook for multi-factor authentication applications.
The first programmable electronic general-purpose digital computer was introduced to the world on Valentine’s Day in 1946.
The Scramble for Post-Quantum Cryptography
Quantum computers are expected to undermine today's computer security.
Driving the Cloud to True Zero Carbon
Climate change has come to the fore as a business concern, and this compels the business leaders of computing technology companies to be on the side of progress toward true zero carbon.
Half-Baked High-Resolution Referencing
I wonder whether time resolution, in addition to space resolution, might be a functionality to instantiate. Assuming that this would be an interesting capability, it remains to figure out how to implement it.
Technical Perspective: Solving the Signal Reconstruction Problem at Scale
"Scalable Signal Reconstruction for a Broad Range of Applications," by Abolfazl Asudeh, et al. shows that algorithmic insights about SRP, combined with database techniques, can be used to scalably solve the signal reconstruction problem.
Technical Perspective: Programming Microfluidics to Execute Biological Protocols
The approach taken in "BioScript," by Jason Ott, et al., is an example of how programming languages can help develop executable protocols that are conforming, understandable, safe, and retargetable.
The State of Virtual Reality Hardware
Advances in VR hardware could finally take the technology mainstream.
Technological Responses to COVID-19
Companies are finding new ways to enforce social distancing, clean public spaces, and provide substitutes for human workers.
When Permissioned Blockchains Deliver More Decentralization Than Permissionless
Considerations for the governance of distributed systems.
Let’s Not Dumb Down the History of Computer Science
Donald Knuth on the best way to recognize the history of computer science.
Differential Privacy: The Pursuit of Protections by Default
A discussion with Miguel Guevara, Damien Desfontaines, Jim Waldo, and Terry Coatta
How design and operation of modern cloud-scale systems conflict with GDPR.
Keeping Science on Keel When Software Moves
An approach to reproducibility problems related to porting software across machines and compilers.
DP-Cryptography: Marrying Differential Privacy and Cryptography in Emerging Applications
Synthesizing the emerging directions of research at the intersection of differential privacy and cryptography.
A Review of the Semantic Web Field
Tracing the triumphs and challenges of two decades of Semantic Web research and applications.
BioScript: Programming Safe Chemistry on Laboratories-on-a-Chip
This paper introduces BioScript, a domain-specific language for programmable biochemistry that executes on emerging microfluidic platforms.
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