48 citations
- Institute of Mathematics and InformaticsBG6 papers
- Czech Academy of Sciences, Institute of MathematicsCZ5 papers
- ITMO UniversityRU2 papers
- Luleå University of TechnologySE2 papers
- Saint-Petersburg State University Information Technologies, Mechanic and OpticsRU2 papers
- Adobe Systems (United States)US1 paper
- American Museum of Natural HistoryUS1 paper
- Ames Research CenterUS1 paper
- Analytical Mechanics Associates (United States)US1 paper
- Ankara UniversityTR1 paper
- BA Systèmes (France)FR1 paper
- Bavarian Natural History CollectionsDE1 paper
19 papers
Multiclass Linear Perceptrons with Multiplicative Margins
Dmitri Rachkovskij, Evgeny Osipov, Olexander Volkov +2
This paper introduces a family of multiclass linear Perceptron classifiers with a multiplicative margin mechanism (MMPerc), as an alternative to standard margin-free and additive m…
Koenigs functions in the subcritical and critical Markov branching processes with Poisson probability reproduction of particles
Penka Mayster, Assen Tchorbadjieff
Special functions have always played a central role in physics and in mathematics, arising as solutions of nonlinear differential equations, as well as in the theory of branching p…
Riding the Carousel: The First Extensive Eye Tracking Analysis of Browsing Behavior in Carousel Recommenders
Santiago de Leon-Martinez, Robert Moro, Branislav Kveton +1
Carousels have become the de-facto standard user interface in online services. However, there is a lack of research in carousels, particularly examining how recommender systems may…
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language
Stefan Krsteski, Matea Tashkovska, Borjan Sazdov +2
The increase in technological adoption worldwide comes with demands for novel tools to be used by the general population. Large Language Models (LLMs) provide a great opportunity i…
Lagrangian Duality in Quantum Optimization: Overcoming QUBO Limitations for Constrained Problems
Einar Gabbassov, Gili Rosenberg, Artur Scherer
We propose an approach to solving constrained combinatorial optimization problems based on embedding the concept of Lagrangian duality into the framework of adiabatic quantum compu…
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models
Zehao Yu, Xi Yang, Chong Dang +8
Social and behavioral determinants of health (SBDoH) have important roles in shaping people's health. In clinical research studies, especially comparative effectiveness studies, fa…