3 papers
cs.LG2026
Revisited Support Vector Machines: A Unified Joint Optimization Framework with Nyström Approximation for Scalable Adaptive Learning
Nassou Gongon Benjamin, Noulapeu Ngaffo, Patrick Njionou Sadjang
The theoretical elegance of Support Vector Machines (SVMs), grounded in statistical learning theory, establishes them as a reference for robust classification. However, in the era…
cs.DB2026
Teach Your DBMS to LIKE Strings: Fast and General Pattern Matching for Wildcard Joins and Filters
Lam-Duy Nguyen, Pascal Ginter, Duc-Tam Nguyen +2
Nowadays, modern applications do more than just store text -- they need to derive meaningful insights from it. To do that, they usually rely on wildcard queries with LIKE predicate…
cs.DB2026
BtrLog: Low-Latency Logging for Cloud Database Systems
Maximilian Kuschewski, Lam-Duy Nguyen, Matthias Jasny +3
Cloud database systems cannot rely on instance-local disks for write-ahead logging (WAL) durability, forcing WAL onto remote storage. Existing options are unsatisfying: remote bloc…