229 citations · 876 across the 52 of their papers we have counts for
3 papers · 1 filter
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training
Adam Yala, Homa Esfahanizadeh, Rafael G. L. D' Oliveira +6
Balancing the needs of data privacy and predictive utility is a central challenge for machine learning in healthcare. In particular, privacy concerns have led to a dearth of public…
CRC Codes as Error Correction Codes
Wei An, Muriel Médard, Ken R. Duffy
CRC codes have long since been adopted in a vast range of applications. The established notion that they are suitable primarily for error detection can be set aside through use of…
A Coding Theory Perspective on Multiplexed Molecular Profiling of Biological Tissues
Luca D'Alessio, Litian Liu, Ken Duffy +3
High-throughput and quantitative experimental technologies are experiencing rapid advances in the biological sciences. One important recent technique is multiplexed fluorescence in…