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Sandisk and SK Hynix announce the High Bandwidth Flash (HBF) open specification that enables up to 512GB memory modules with 0.4 TB/s to 3.0 TB/s bandwidth (Anton Shilov/Tom's Hardware)
SanDisk and SK Hynix jointly released an open specification for High Bandwidth Flash (HBF), a new memory interface standard enabling up to 512GB modules with bandwidth ranging from 0.4 TB/s to 3.0 TB/s, published via the Open Compute Project.
Aug 4, 2026
Interval Certifications for Multilayered Perceptrons via Lattice Traversal
A new theoretical framework reduces adversarial robustness certification for multilayered perceptrons to a lattice traversal problem, introducing formally guaranteed sound and complete interval certifications with provable complexity asymmetries.
Jul 13, 2026
$\mathbf{\lambda}$-VAE: Variance Equalization for Posterior Collapse
A new VAE variant called λ-VAE addresses posterior collapse by introducing variance equalization—a reparameterization modification that balances gradient signals and preserves encoder information, validated on four image benchmarks.
Jul 9, 2026
Distributionally Robust Linear Regression With Block Lewis Weights
Researchers propose a new algorithm for group distributionally robust linear regression.
Published Jul 2, 2026 · Analyzed Jul 5, 2026