3 citations · 4 across the 4 of their papers we have counts for
4 papers
ReLKD: Inter-Class Relation Learning with Knowledge Distillation for Generalized Category Discovery
Fang Zhou, Zhiqiang Chen, Martin Pavlovski +1
Generalized Category Discovery (GCD) faces the challenge of categorizing unlabeled data containing both known and novel classes, given only labels for known classes. Previous studi…
Learning Semi-Structured Representations of Radiology Reports
Tamara Katic, Martin Pavlovski, Danijela Sekulic +1
Beyond their primary diagnostic purpose, radiology reports have been an invaluable source of information in medical research. Given a corpus of radiology reports, researchers are o…
Stability of decision trees and logistic regression
Nino Arsov, Martin Pavlovski, Ljupco Kocarev
Decision trees and logistic regression are one of the most popular and well-known machine learning algorithms, frequently used to solve a variety of real-world problems. Stability…
Stacking and stability
Nino Arsov, Martin Pavlovski, Ljupco Kocarev
Stacking is a general approach for combining multiple models toward greater predictive accuracy. It has found various application across different domains, ensuing from its meta-le…