Igor P. Udovichenko
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View article: EBES: Easy Benchmarking for Event Sequences
EBES: Easy Benchmarking for Event Sequences Open
View article: EBES: Easy Benchmarking for Event Sequences
EBES: Easy Benchmarking for Event Sequences Open
Event Sequences (EvS) refer to sequential data characterized by irregular sampling intervals and a mix of categorical and numerical features. Accurate classification of these sequences is crucial for various real-life applications, includi…
View article: Estimating Barycenters of Distributions with Neural Optimal Transport
Estimating Barycenters of Distributions with Neural Optimal Transport Open
Given a collection of probability measures, a practitioner sometimes needs to find an "average" distribution which adequately aggregates reference distributions. A theoretically appealing notion of such an average is the Wasserstein baryce…
View article: MLEM: Generative and Contrastive Learning as Distinct Modalities for Event Sequences
MLEM: Generative and Contrastive Learning as Distinct Modalities for Event Sequences Open
This study explores the application of self-supervised learning techniques for event sequences. It is a key modality in various applications such as banking, e-commerce, and healthcare. However, there is limited research on self-supervised…
View article: SeqNAS: Neural Architecture Search for Event Sequence Classification
SeqNAS: Neural Architecture Search for Event Sequence Classification Open
Neural Architecture Search (NAS) methods are widely used in various\nindustries to obtain high quality taskspecific solutions with minimal human\nintervention. Event Sequences find widespread use in various industrial\napplications includi…
View article: C-Terminal Region of Caveolin-3 Contains a Stretch of Amino Acid Residues Capable of Diminishing Symptoms of Experimental Autoimmune Encephalomyelitis but Not Rheumatoid Arthritis Modeled in Rats
C-Terminal Region of Caveolin-3 Contains a Stretch of Amino Acid Residues Capable of Diminishing Symptoms of Experimental Autoimmune Encephalomyelitis but Not Rheumatoid Arthritis Modeled in Rats Open
A short synthetic peptide from the C-terminal part of the caveolin-3 structure was tested for experimental autoimmune encephalomyelitis (EAE) treatment in rats. The structure–function similarity established between the novel synthetic pept…
View article: Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Open
Optimal transport (OT) barycenters are a mathematically grounded way of averaging probability distributions while capturing their geometric properties. In short, the barycenter task is to take the average of a collection of probability dis…
View article: Darker than Black-Box: Face Reconstruction from Similarity Queries
Darker than Black-Box: Face Reconstruction from Similarity Queries Open
Several methods for inversion of face recognition models were recently presented, attempting to reconstruct a face from deep templates. Although some of these approaches work in a black-box setup using only face embeddings, usually, on the…
View article: On The Choice of Force Fields for Studying the Molecular Dynamics of Ion Peptides and Their Dimers
On The Choice of Force Fields for Studying the Molecular Dynamics of Ion Peptides and Their Dimers Open
Аннотация.В работе получены сравнительные данные о влиянии потенциальных полей AMBER ff03, ff99SB и ff96 на результаты экспериментов по молекулярному моделированию димеров, образованных ионными пептидами NH2-(RADA)4-COOH в β-конформации, п…
View article: Immunosuppressant Peptide Abu-TGIRIS-Abu-NH2 and its Application for Treatment of Multiple Sclerosis
Immunosuppressant Peptide Abu-TGIRIS-Abu-NH2 and its Application for Treatment of Multiple Sclerosis Open
View article: Efficacy of Synthetic Peptide Corresponding to the ACTH-Like Sequence of Human Immunoglobulin G1 in Experimental Autoimmune Encephalomyelitis
Efficacy of Synthetic Peptide Corresponding to the ACTH-Like Sequence of Human Immunoglobulin G1 in Experimental Autoimmune Encephalomyelitis Open
Peptide immunocortin sequence corresponds to the amino acid residues 11-20 of the variable part of human immunoglobulin G1 (IgG1) heavy chain. Since immunocortin was shown previously to inhibit phagocytosis in peritoneal macrophages and Co…
View article: Temporal dynamics of cytokines in the blood of rats with experimentally induced autoimmune encephalomyelitis
Temporal dynamics of cytokines in the blood of rats with experimentally induced autoimmune encephalomyelitis Open
ВРЕМЕННАЯ ДИНАМИКА ЦИТОКИНОВ В КРОВИ ПРИ ЭКСПЕРИМЕНТАЛЬНОМ АУТОИММУННОМ ЭНЦЕФАЛОМИЕЛИТЕ У КРЫСИзучена динамика содержания цитокинов у крыс линии Dark Agouti с индуцированным экспериментальным аутоиммунным энцефаломиелитом (ЭАЭ).В экспериме…
View article: Временная динамика цитокинов в крови при экспериментальном аутоиммунном энцефаломиелите у крыс
Временная динамика цитокинов в крови при экспериментальном аутоиммунном энцефаломиелите у крыс Open