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20172026
most citedPrivate Inference in Quantized Models

2 citations · 7 across the 19 of their papers we have counts for

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20 papers · 1 filter

cs.IT2026

Improved Torn Paper Coding via Local Alignment

Junsheng Liu, Netanel Raviv

In the torn paper channel, a transmitted codeword is broken at random locations into fragments that arrive at the decoder in an unordered manner. A central theoretical challenge wi…

cs.IT2026

Structural Impossibility of Antichain-Lattice Partial Information Decomposition

Aobo Lyu, Andrew Clark, Netanel Raviv

Partial Information Decomposition (PID) represents multivariate mutual information via antichain-lattice that aims to specify which source groups can recover which informational co…

cs.IT2026

Break-Resilient Codes with Loss Tolerance

Canran Wang, Minghui Liwang, Netanel Raviv

Emerging applications in manufacturing, wireless communication, and molecular data storage require robust coding schemes that remain effective under physical distortions where code…

cs.IT2025

Efficient Vector Symbolic Architectures from Histogram Recovery

Zirui Deng, Netanel Raviv

Vector symbolic architectures (VSAs) are a family of information representation techniques which enable composition, i.e., creating complex information structures from atomic vecto…

cs.IT2025

The Whole Is Less than the Sum of Parts: Subsystem Inconsistency in Partial Information Decomposition

Aobo Lyu, Andrew Clark, Netanel Raviv

Partial Information Decomposition (PID) was proposed by Williams and Beer in 2010 as a tool for analyzing fine-grained interactions between multiple random variables, and has since…

cs.IT2025

Single Fragment Forensic Coding from Discrepancy Theory

Junsheng Liu, Netanel Raviv

Three-dimensional (3D) printing's accessibility enables rapid manufacturing but also poses security risks, such as the unauthorized production of untraceable firearms and prohibite…