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Ivan Oseledets — most-cited papers & profile · AI Agents
← authors
·
overview
Ivan Oseledets
19
papers ·
68
citations ·
41
h-index
Skolkovo Institute of Science and Technology · American Xtal Technology (United States) · Inception Institute of Artificial Intelligence · Artificial Intelligence in Medicine (Canada) · AIRI - Artificial Intelligence Research Institute
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Most-cited papers
Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs
2024 · 19 citations
Understanding DDPM Latent Codes Through Optimal Transport
2022 · 12 citations
RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders
2024 · 11 citations
Dynamic Modeling of User Preferences for Stable Recommendations
2021 · 10 citations
Predicting dynamical system evolution with residual neural networks
2019 · 4 citations
Run Lora Run: Faster And Lighter Lora Implementations
2023 · 2 citations
Matcha: Multi-Stage Riemannian Flow Matching for Accurate and Physically Valid Molecular Docking
2025 · 1 citations
Low-rank surrogate modeling and stochastic zero-order optimization for training of neural networks with black-box layers
2025
Quasi-Random Physics-informed Neural Networks
2025
Exploring the Latent Capacity of LLMs for One-Step Text Generation
2025
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models
2025
One Task Vector is not Enough: A Large-Scale Study for In-Context Learning
2025
Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks
2020
Topics
Efficiency
Fine-Tuning
Training Techniques
Physics ML
In-Context Learning
Model Architecture
Reinforcement Learning
Collaborative Filtering
Ranking & CTR
Sequential & Session