Alexey Zaytsev
7 papers · 2017–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Learning Types
(2)
Techniques
(2)
Natural Language Processing
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
retrieval-augmented generation
(2)
ensemble learning
(1)
epistemic uncertainty
(1)
medical imaging
(1)
knowledge distillation
(1)
multimodal learning
(1)
minimax optimization
(1)
reinforcement learning from human feedback
(1)
gaussian process regression
(1)
weight sharing
(1)
tool use
(1)
supervised fine-tuning
(1)
uncertainty estimation
(1)
hallucination detection
(1)
aleatoric uncertainty
(1)
gradient descent dynamics
(1)
embedded ensemble
(1)
dropout ensemble
(1)
dialogue system
(1)
Papers
Complexity-aware fine-tuning
EACL 2026
From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom
EACL 2026
Hallucination Detection in LLMs with Topological Divergence on Attention Graphs
ACL 2026
Improving Uncertainty Estimation with Confidence-Aware Training Data
WACV 2025
Industry vs Academia: Running a Course on Transformers in Two Setups
ACL 2024
Embedded Ensembles: infinite width limit and operating regimes
AISTATS 2022
Minimax Approach to Variable Fidelity Data Interpolation
AISTATS 2017